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ed6665936afc | 2026-09-18T00:00:00 | vibevoice-bitnet-2026-09-18 | en_us-11974497390699501411--clean | fleurs-en_us-test | google/fleurs | CC-BY-4.0 | en-US | en | read | natural | offline | 4.62 | CohereLabs/cohere-transcribe-03-2026 | sherpa-onnx | 11afbd009a7f8c08f4bcf2fc1b265d0df4670fbf | cpu | Cohere ONNX INT8 CPU; cleanup disabled | 592e0084fe5cf486b4d56c575423e9a4f219bfb8+unstaged; exact harness source/executable hashes in each report | null | the find also grants insight into the evolution of feathers in birds | The find also grants insight into the evolution of feathers in birds. | the find also grants insight into the evolution of feathers in birds | null | {
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ed6665936afc | 2026-09-18T00:00:00 | vibevoice-bitnet-2026-09-18 | en_us-11665346626937246597--clean | fleurs-en_us-test | google/fleurs | CC-BY-4.0 | en-US | en | read | natural | offline | 5.04 | CohereLabs/cohere-transcribe-03-2026 | sherpa-onnx | 11afbd009a7f8c08f4bcf2fc1b265d0df4670fbf | cpu | Cohere ONNX INT8 CPU; cleanup disabled | 592e0084fe5cf486b4d56c575423e9a4f219bfb8+unstaged; exact harness source/executable hashes in each report | null | television reports show white smoke coming from the plant | Television reports show white smoke coming from the plant. | television reports show white smoke coming from the plant | null | {
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ed6665936afc | 2026-09-18T00:00:00 | vibevoice-bitnet-2026-09-18 | en_us-14337122471415370884--clean | fleurs-en_us-test | google/fleurs | CC-BY-4.0 | en-US | en | read | natural | offline | 3.84 | CohereLabs/cohere-transcribe-03-2026 | sherpa-onnx | 11afbd009a7f8c08f4bcf2fc1b265d0df4670fbf | cpu | Cohere ONNX INT8 CPU; cleanup disabled | 592e0084fe5cf486b4d56c575423e9a4f219bfb8+unstaged; exact harness source/executable hashes in each report | null | television reports show white smoke coming from the plant | Television reports show white smoke coming from the plant. | television reports show white smoke coming from the plant | null | {
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ed6665936afc | 2026-09-18T00:00:00 | vibevoice-bitnet-2026-09-18 | en_us-315766676094600296--clean | fleurs-en_us-test | google/fleurs | CC-BY-4.0 | en-US | en | read | natural | offline | 6.18 | CohereLabs/cohere-transcribe-03-2026 | sherpa-onnx | 11afbd009a7f8c08f4bcf2fc1b265d0df4670fbf | cpu | Cohere ONNX INT8 CPU; cleanup disabled | 592e0084fe5cf486b4d56c575423e9a4f219bfb8+unstaged; exact harness source/executable hashes in each report | null | women it is recommended that any women travellers say that they are married regardless of actual marital status | Women: It is recommended that any women travelers say they are married regardless of actual marital status. | women it is recommended that any women travelers say they are married regardless of actual marital status | null | {
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ed6665936afc | 2026-09-18T00:00:00 | vibevoice-bitnet-2026-09-18 | en_us-3111983050474671345--clean | fleurs-en_us-test | google/fleurs | CC-BY-4.0 | en-US | en | read | natural | offline | 8.58 | CohereLabs/cohere-transcribe-03-2026 | sherpa-onnx | 11afbd009a7f8c08f4bcf2fc1b265d0df4670fbf | cpu | Cohere ONNX INT8 CPU; cleanup disabled | 592e0084fe5cf486b4d56c575423e9a4f219bfb8+unstaged; exact harness source/executable hashes in each report | null | saint petersburg cruises include time in town cruise passengers are exempted from visa requirements check the terms | St. Petersburg Cruises include time in town. Cruise passengers are exempted from visa requirements. Check the terms. | st petersburg cruises include time in town cruise passengers are exempted from visa requirements check the terms | null | {
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ed6665936afc | 2026-09-18T00:00:00 | vibevoice-bitnet-2026-09-18 | en_us-10405958125670257178--clean | fleurs-en_us-test | google/fleurs | CC-BY-4.0 | en-US | en | read | natural | offline | 10.92 | CohereLabs/cohere-transcribe-03-2026 | sherpa-onnx | 11afbd009a7f8c08f4bcf2fc1b265d0df4670fbf | cpu | Cohere ONNX INT8 CPU; cleanup disabled | 592e0084fe5cf486b4d56c575423e9a4f219bfb8+unstaged; exact harness source/executable hashes in each report | null | lion prides act much like packs of wolves or dogs animals surprisingly similar to lions but not other big cats in behavior and also very deadly to their prey | Lion pride acts much like packs of wolves or dogs, animals surprisingly similar to the lion pride. similar to lions but not other big cats in behavior and also very deadly to their prey. | lion pride acts much like packs of wolves or dogs animals surprisingly similar to the lion pride similar to lions but not other big cats in behavior and also very deadly to their prey | null | {
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ed6665936afc | 2026-09-18T00:00:00 | vibevoice-bitnet-2026-09-18 | en_us-10167324587744183095--clean | fleurs-en_us-test | google/fleurs | CC-BY-4.0 | en-US | en | read | natural | offline | 11.46 | CohereLabs/cohere-transcribe-03-2026 | sherpa-onnx | 11afbd009a7f8c08f4bcf2fc1b265d0df4670fbf | cpu | Cohere ONNX INT8 CPU; cleanup disabled | 592e0084fe5cf486b4d56c575423e9a4f219bfb8+unstaged; exact harness source/executable hashes in each report | null | to the north and within easy reach is the romantic and fascinating town of sintra and which was made famous to foreigners after a glowing account of its splendours recorded by lord byron | To the north and within easy reach is the romantic and fascinating town of Sintra, in which was. It was made famous to foreigners after a glowing account of its splendours recorded by Lord Byron. | to the north and within easy reach is the romantic and fascinating town of sintra in which was it was made famous to foreigners after a glowing account of its splendours recorded by lord byron | null | {
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ed6665936afc | 2026-09-18T00:00:00 | vibevoice-bitnet-2026-09-18 | en_us-1891517816131569989--clean | fleurs-en_us-test | google/fleurs | CC-BY-4.0 | en-US | en | read | natural | offline | 12.36 | CohereLabs/cohere-transcribe-03-2026 | sherpa-onnx | 11afbd009a7f8c08f4bcf2fc1b265d0df4670fbf | cpu | Cohere ONNX INT8 CPU; cleanup disabled | 592e0084fe5cf486b4d56c575423e9a4f219bfb8+unstaged; exact harness source/executable hashes in each report | null | he wales basically lied to us from the start first by acting as if this was for legal reasons second by pretending he was listening to us right up to his art deletion | T. Welles basically lied to us from the start, first by acting as if Second, by pretending he was listening to us right up to his art delusion. | t welles basically lied to us from the start first by acting as if second by pretending he was listening to us right up to his art delusion | null | {
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ed6665936afc | 2026-09-18T00:00:00 | vibevoice-bitnet-2026-09-18 | en_us-3797667971540248320--clean | fleurs-en_us-test | google/fleurs | CC-BY-4.0 | en-US | en | read | natural | offline | 17.52 | CohereLabs/cohere-transcribe-03-2026 | sherpa-onnx | 11afbd009a7f8c08f4bcf2fc1b265d0df4670fbf | cpu | Cohere ONNX INT8 CPU; cleanup disabled | 592e0084fe5cf486b4d56c575423e9a4f219bfb8+unstaged; exact harness source/executable hashes in each report | null | because the dinosaur feathers do not have a well developed shaft called a rachis but do have other features of feathers barbs and barbules the researchers inferred the rachis was likely a later evolutionary development that these other features | Because the dinosaur feathers do not have a well-developed shaft, called brachy, but do have other features such as feathers, barbs, and barbels. Researchers inferred the right piece was likely a later evolutionary development than these other features. | because the dinosaur feathers do not have a well developed shaft called brachy but do have other features such as feathers barbs and barbels researchers inferred the right piece was likely a later evolutionary development than these other features | null | {
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ed6665936afc | 2026-09-18T00:00:00 | vibevoice-bitnet-2026-09-18 | en_us-6263891810431071444--clean | fleurs-en_us-test | google/fleurs | CC-BY-4.0 | en-US | en | read | natural | offline | 19.8 | CohereLabs/cohere-transcribe-03-2026 | sherpa-onnx | 11afbd009a7f8c08f4bcf2fc1b265d0df4670fbf | cpu | Cohere ONNX INT8 CPU; cleanup disabled | 592e0084fe5cf486b4d56c575423e9a4f219bfb8+unstaged; exact harness source/executable hashes in each report | null | their thermal behavior is not as steady as large caves on earth that often maintain a fairly constant temperature but it is consistent with these being deep holes in the ground said glen cushing of the united states geological survey usgs astrogeology team and of northern arizona university located in flagstaff arizona | Their thermal behavior is not as steady as large caves on Earth, that often maintain a fairly constant temperature, but is consistent with these being deep holes in the ground. Said Glenn Cushing of the United States Geological Survey, USGS, Astrology. And of Northern Arizona University, located in Flagstaff, Arizona. | their thermal behavior is not as steady as large caves on earth that often maintain a fairly constant temperature but is consistent with these being deep holes in the ground said glenn cushing of the united states geological survey usgs astrology and of northern arizona university located in flagstaff arizona | null | {
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ed6665936afc | 2026-09-18T00:00:00 | vibevoice-bitnet-2026-09-18 | en_us-2880067776280655708--clean | fleurs-en_us-test | google/fleurs | CC-BY-4.0 | en-US | en | read | natural | offline | 23.64 | CohereLabs/cohere-transcribe-03-2026 | sherpa-onnx | 11afbd009a7f8c08f4bcf2fc1b265d0df4670fbf | cpu | Cohere ONNX INT8 CPU; cleanup disabled | 592e0084fe5cf486b4d56c575423e9a4f219bfb8+unstaged; exact harness source/executable hashes in each report | null | dr malar balasubramanian 29 was found in blue ash ohio a suburb approximately 15 miles north of cincinnati lying on the ground beside the road in a t shirt and underwear in an apparently heavily medicated state | Dr. Mala Balasubramanian, twenty-nine. Was found in Blue Ash, Ohio, a suburb approximately 15 miles north of Cincinnati. Lying on the ground beside the road in a t shirt and underwear in an apparently heavily medicated state. | dr mala balasubramanian twenty nine was found in blue ash ohio a suburb approximately 15 miles north of cincinnati lying on the ground beside the road in a t shirt and underwear in an apparently heavily medicated state | null | {
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ed6665936afc | 2026-09-18T00:00:00 | vibevoice-bitnet-2026-09-18 | en_us-3927163358777802368--clean | fleurs-en_us-test | google/fleurs | CC-BY-4.0 | en-US | en | read | natural | offline | 20.4 | CohereLabs/cohere-transcribe-03-2026 | sherpa-onnx | 11afbd009a7f8c08f4bcf2fc1b265d0df4670fbf | cpu | Cohere ONNX INT8 CPU; cleanup disabled | 592e0084fe5cf486b4d56c575423e9a4f219bfb8+unstaged; exact harness source/executable hashes in each report | null | researchers from princeton university in the united states and uppsala university in sweden reported the new species evolved in just two generations though this process had been believed to take much longer due to breeding between an endemic darwin finch geospiza fortes and the immigrant cactus finch geospiza conirostr... | Researchers from Princeton University in the United States and Uppsala University in Sweden reported the new study. Evolved in just two generations, though this process has the ability to take much longer due to the breeding between an endemic. The Darwin finch, "Jospiza fortis", and the immigrant cactus finch, "Jospiz... | researchers from princeton university in the united states and uppsala university in sweden reported the new study evolved in just two generations though this process has the ability to take much longer due to the breeding between an endemic the darwin finch jospiza fortis and the immigrant cactus finch jospiza ponygos... | null | {
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ed6665936afc | 2026-09-18T00:00:00 | vibevoice-bitnet-2026-09-18 | en_us-7546471028199266685--clean | fleurs-en_us-test | google/fleurs | CC-BY-4.0 | en-US | en | read | natural | offline | 7.1 | CohereLabs/cohere-transcribe-03-2026 | sherpa-onnx | 11afbd009a7f8c08f4bcf2fc1b265d0df4670fbf | cpu | Cohere ONNX INT8 CPU; cleanup disabled | 592e0084fe5cf486b4d56c575423e9a4f219bfb8+unstaged; exact harness source/executable hashes in each report | null | in the archipelagos and lakes you do not necessarily need a yacht | In the archipelagos and lakes, you do not necessarily need a yacht. | in the archipelagos and lakes you do not necessarily need a yacht | null | {
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ed6665936afc | 2026-09-18T00:00:00 | vibevoice-bitnet-2026-09-18 | en_us-4705502721902980056--clean | fleurs-en_us-test | google/fleurs | CC-BY-4.0 | en-US | en | read | natural | offline | 4.94 | CohereLabs/cohere-transcribe-03-2026 | sherpa-onnx | 11afbd009a7f8c08f4bcf2fc1b265d0df4670fbf | cpu | Cohere ONNX INT8 CPU; cleanup disabled | 592e0084fe5cf486b4d56c575423e9a4f219bfb8+unstaged; exact harness source/executable hashes in each report | null | think of the skiing route as of a similar hiking route | Think of the skiing route as of a similar hiking route. | think of the skiing route as of a similar hiking route | null | {
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ed6665936afc | 2026-09-18T00:00:00 | vibevoice-bitnet-2026-09-18 | en_us-7205372698028731729--clean | fleurs-en_us-test | google/fleurs | CC-BY-4.0 | en-US | en | read | natural | offline | 7.26 | CohereLabs/cohere-transcribe-03-2026 | sherpa-onnx | 11afbd009a7f8c08f4bcf2fc1b265d0df4670fbf | cpu | Cohere ONNX INT8 CPU; cleanup disabled | 592e0084fe5cf486b4d56c575423e9a4f219bfb8+unstaged; exact harness source/executable hashes in each report | null | parisians have a reputation for being egocentric rude and arrogant | Parisians have a reputation for being egocentric, rude, and arrogant. | parisians have a reputation for being egocentric rude and arrogant | null | {
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ed6665936afc | 2026-09-18T00:00:00 | vibevoice-bitnet-2026-09-18 | en_us-9113447011736256545--clean | fleurs-en_us-test | google/fleurs | CC-BY-4.0 | en-US | en | read | natural | offline | 7.38 | CohereLabs/cohere-transcribe-03-2026 | sherpa-onnx | 11afbd009a7f8c08f4bcf2fc1b265d0df4670fbf | cpu | Cohere ONNX INT8 CPU; cleanup disabled | 592e0084fe5cf486b4d56c575423e9a4f219bfb8+unstaged; exact harness source/executable hashes in each report | null | casablanca is one of the least interesting places to shop in all of morocco | Casablanca is one of the least interesting places to shop in all of Morocco. | casablanca is one of the least interesting places to shop in all of morocco | null | {
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ed6665936afc | 2026-09-18T00:00:00 | vibevoice-bitnet-2026-09-18 | en_us-1559267283424963143--clean | fleurs-en_us-test | google/fleurs | CC-BY-4.0 | en-US | en | read | natural | offline | 9.6 | CohereLabs/cohere-transcribe-03-2026 | sherpa-onnx | 11afbd009a7f8c08f4bcf2fc1b265d0df4670fbf | cpu | Cohere ONNX INT8 CPU; cleanup disabled | 592e0084fe5cf486b4d56c575423e9a4f219bfb8+unstaged; exact harness source/executable hashes in each report | null | blogging is a tool that inspires collaboration and encourages students to extend learning well beyond the traditional school day | Blogging is a tool that inspires collaboration and encourages students to extend learning well beyond the traditional school day. | blogging is a tool that inspires collaboration and encourages students to extend learning well beyond the traditional school day | null | {
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ed6665936afc | 2026-09-18T00:00:00 | vibevoice-bitnet-2026-09-18 | en_us-4960341437383881404--clean | fleurs-en_us-test | google/fleurs | CC-BY-4.0 | en-US | en | read | natural | offline | 10.94 | CohereLabs/cohere-transcribe-03-2026 | sherpa-onnx | 11afbd009a7f8c08f4bcf2fc1b265d0df4670fbf | cpu | Cohere ONNX INT8 CPU; cleanup disabled | 592e0084fe5cf486b4d56c575423e9a4f219bfb8+unstaged; exact harness source/executable hashes in each report | null | the fission bomb works on the principle that it takes energy to put together a nucleus with many protons and neutrons | The fission bomb works on the principle that it takes energy to put Together, a nucleus with many protons and neutrons. | the fission bomb works on the principle that it takes energy to put together a nucleus with many protons and neutrons | null | {
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ed6665936afc | 2026-09-18T00:00:00 | vibevoice-bitnet-2026-09-18 | en_us-3926276660303924456--clean | fleurs-en_us-test | google/fleurs | CC-BY-4.0 | en-US | en | read | natural | offline | 8.68 | CohereLabs/cohere-transcribe-03-2026 | sherpa-onnx | 11afbd009a7f8c08f4bcf2fc1b265d0df4670fbf | cpu | Cohere ONNX INT8 CPU; cleanup disabled | 592e0084fe5cf486b4d56c575423e9a4f219bfb8+unstaged; exact harness source/executable hashes in each report | null | be firm in turning down men and don t be afraid to stand your ground cultural differences or not it doesn t make it ok | Be firm in turning down men and don't be afraid to stand your ground, cultural differences or not, it doesn't make it okay. | be firm in turning down men and don t be afraid to stand your ground cultural differences or not it doesn t make it okay | null | {
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ed6665936afc | 2026-09-18T00:00:00 | vibevoice-bitnet-2026-09-18 | en_us-10344335557154974057--clean | fleurs-en_us-test | google/fleurs | CC-BY-4.0 | en-US | en | read | natural | offline | 11.04 | CohereLabs/cohere-transcribe-03-2026 | sherpa-onnx | 11afbd009a7f8c08f4bcf2fc1b265d0df4670fbf | cpu | Cohere ONNX INT8 CPU; cleanup disabled | 592e0084fe5cf486b4d56c575423e9a4f219bfb8+unstaged; exact harness source/executable hashes in each report | null | the aspect ratio of this format dividing by twelve to obtain the simplest whole number ratio is therefore said to be 3 2 | The aspect ratio of this format, dividing by 12 to obtain. The simplest whole number ratio is therefore said to be free to two. | the aspect ratio of this format dividing by 12 to obtain the simplest whole number ratio is therefore said to be free to two | null | {
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ed6665936afc | 2026-09-18T00:00:00 | vibevoice-bitnet-2026-09-18 | en_us-899317378039624755--clean | fleurs-en_us-test | google/fleurs | CC-BY-4.0 | en-US | en | read | natural | offline | 17.58 | CohereLabs/cohere-transcribe-03-2026 | sherpa-onnx | 11afbd009a7f8c08f4bcf2fc1b265d0df4670fbf | cpu | Cohere ONNX INT8 CPU; cleanup disabled | 592e0084fe5cf486b4d56c575423e9a4f219bfb8+unstaged; exact harness source/executable hashes in each report | null | first among its 78 recommendations is that a new diplomatic initiative should be taken before the end of this year to secure iraq s borders against hostile interventions and to re establish diplomatic relations with its neighbors | First, among its 78 recommendations, is that a new diplomatic initiative should be taken before the end of this year. To secure Iraq's borders against hostile interventions and to reestablish diplomatic relations with its neighbors. | first among its 78 recommendations is that a new diplomatic initiative should be taken before the end of this year to secure iraq s borders against hostile interventions and to reestablish diplomatic relations with its neighbors | null | {
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ed6665936afc | 2026-09-18T00:00:00 | vibevoice-bitnet-2026-09-18 | en_us-4822858934027125258--clean | fleurs-en_us-test | google/fleurs | CC-BY-4.0 | en-US | en | read | natural | offline | 19.98 | CohereLabs/cohere-transcribe-03-2026 | sherpa-onnx | 11afbd009a7f8c08f4bcf2fc1b265d0df4670fbf | cpu | Cohere ONNX INT8 CPU; cleanup disabled | 592e0084fe5cf486b4d56c575423e9a4f219bfb8+unstaged; exact harness source/executable hashes in each report | null | it isn t alone though experimentation and an experiment is a test that is used to eliminate one or more of the possible hypotheses asking questions and making observations also guide scientific research | It isn’t alone, though, experimentation. And an experiment is a test that is used to eliminate one or more of the possible hypotheses, asking questions, and making observations. Also guide scientific research. | it isn t alone though experimentation and an experiment is a test that is used to eliminate one or more of the possible hypotheses asking questions and making observations also guide scientific research | null | {
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ed6665936afc | 2026-09-18T00:00:00 | vibevoice-bitnet-2026-09-18 | en_us-11318597463051480163--clean | fleurs-en_us-test | google/fleurs | CC-BY-4.0 | en-US | en | read | natural | offline | 19.12 | CohereLabs/cohere-transcribe-03-2026 | sherpa-onnx | 11afbd009a7f8c08f4bcf2fc1b265d0df4670fbf | cpu | Cohere ONNX INT8 CPU; cleanup disabled | 592e0084fe5cf486b4d56c575423e9a4f219bfb8+unstaged; exact harness source/executable hashes in each report | null | mrs kirchner announced her intention to run for president at the argentine theatre the same location she used to start her 2005 campaign for the senate as member of the buenos aires province delegation | Mrs. Kirchner announced her intention to run for president at the Argentine Theater, the same location she used to start her 2004. Campaign for the Senate as a member of the Buenos Aires Province delegation. | mrs kirchner announced her intention to run for president at the argentine theater the same location she used to start her 2004 campaign for the senate as a member of the buenos aires province delegation | null | {
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f47b6a500218 | 2026-09-15T00:00:00 | nemotron-en-us-offline-auto-cpu.json | en_us-12741024238657315067 | fleurs-en_us-test | google/fleurs | CC-BY-4.0 | en-US | auto | read | natural | offline | 12.64 | nvidia/nemotron-3.5-asr-streaming-0.6b | NeMo-Speech.cpp | 4f9676226f667d14608487df744f375db87127f8 | cpu | model-specific quantized weights | 592e0084fe5cf486b4d56c575423e9a4f219bfb8+dirty | null | unfortunately studying traffic flow is difficult because driver behavior cannot be predicted with one hundred percent certainty | Unfortunately, stunning traffic flow is difficult because driver behavior cannot be predicted with one hundred percent certainty. | unfortunately stunning traffic flow is difficult because driver behavior cannot be predicted with one hundred percent certainty | null | {
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f47b6a500218 | 2026-09-15T00:00:00 | nemotron-en-us-offline-auto-cpu.json | en_us-621925716775998155 | fleurs-en_us-test | google/fleurs | CC-BY-4.0 | en-US | auto | read | natural | offline | 5.88 | nvidia/nemotron-3.5-asr-streaming-0.6b | NeMo-Speech.cpp | 4f9676226f667d14608487df744f375db87127f8 | cpu | model-specific quantized weights | 592e0084fe5cf486b4d56c575423e9a4f219bfb8+dirty | null | twentieth century research has shown that there are two pools of genetic variation hidden and expressed | Twentieth century research has shown that there are two pools of genetic variation hidden and expressed. | twentieth century research has shown that there are two pools of genetic variation hidden and expressed | null | {
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f47b6a500218 | 2026-09-15T00:00:00 | nemotron-en-us-offline-auto-cpu.json | en_us-2589557553267364799 | fleurs-en_us-test | google/fleurs | CC-BY-4.0 | en-US | auto | read | natural | offline | 8.94 | nvidia/nemotron-3.5-asr-streaming-0.6b | NeMo-Speech.cpp | 4f9676226f667d14608487df744f375db87127f8 | cpu | model-specific quantized weights | 592e0084fe5cf486b4d56c575423e9a4f219bfb8+dirty | null | remember that even though music on the main stages may have finished there may be sections of the festival that will keep playing music until late into the night | Remember that even though music on the main stages may have finished, there may be sections of the festival that will keep playing music until late into the night. | remember that even though music on the main stages may have finished there may be sections of the festival that will keep playing music until late into the night | null | {
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f47b6a500218 | 2026-09-15T00:00:00 | nemotron-en-us-offline-auto-cpu.json | en_us-8173060820032255320 | fleurs-en_us-test | google/fleurs | CC-BY-4.0 | en-US | auto | read | natural | offline | 9.14 | nvidia/nemotron-3.5-asr-streaming-0.6b | NeMo-Speech.cpp | 4f9676226f667d14608487df744f375db87127f8 | cpu | model-specific quantized weights | 592e0084fe5cf486b4d56c575423e9a4f219bfb8+dirty | null | police superintendent chandra shekhar solanki said the accused appeared in court with covered faces | Police Superintendent Shanra Shankar Solansky said he accused appear in court with covered faces. | police superintendent shanra shankar solansky said he accused appear in court with covered faces | null | {
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f47b6a500218 | 2026-09-15T00:00:00 | nemotron-en-us-offline-auto-cpu.json | en_us-2652155470394119415 | fleurs-en_us-test | google/fleurs | CC-BY-4.0 | en-US | auto | read | natural | offline | 6.72 | nvidia/nemotron-3.5-asr-streaming-0.6b | NeMo-Speech.cpp | 4f9676226f667d14608487df744f375db87127f8 | cpu | model-specific quantized weights | 592e0084fe5cf486b4d56c575423e9a4f219bfb8+dirty | null | the term bug is used by entomologists in a formal sense for this group of insects | The term bug is used by entomologist in a formal sense for this group of insects. | the term bug is used by entomologist in a formal sense for this group of insects | null | {
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f47b6a500218 | 2026-09-15T00:00:00 | nemotron-en-us-offline-auto-cpu.json | en_us-18066939864018796519 | fleurs-en_us-test | google/fleurs | CC-BY-4.0 | en-US | auto | read | natural | offline | 10.38 | nvidia/nemotron-3.5-asr-streaming-0.6b | NeMo-Speech.cpp | 4f9676226f667d14608487df744f375db87127f8 | cpu | model-specific quantized weights | 592e0084fe5cf486b4d56c575423e9a4f219bfb8+dirty | null | popular sports include football basketball volleyball water polo fencing rugby cycling ice hockey roller hockey and f1 motor racing | Popular sports include football, basketball, volleyball, water polo, fencing, rugby, cycling, ice hockey, roller hockey, and F One Motor Racing. | popular sports include football basketball volleyball water polo fencing rugby cycling ice hockey roller hockey and f one motor racing | null | {
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f47b6a500218 | 2026-09-15T00:00:00 | nemotron-en-us-offline-auto-cpu.json | en_us-16847628585853049714 | fleurs-en_us-test | google/fleurs | CC-BY-4.0 | en-US | auto | read | natural | offline | 13.34 | nvidia/nemotron-3.5-asr-streaming-0.6b | NeMo-Speech.cpp | 4f9676226f667d14608487df744f375db87127f8 | cpu | model-specific quantized weights | 592e0084fe5cf486b4d56c575423e9a4f219bfb8+dirty | null | you can use boda boda motorcycle taxi to get around goma the normal local price is 500 congolese francs for the short ride | You can use boda boda more cycle taxi to get around Gomo, the normal local price is five hundred Congolese francs for the short ride. | you can use boda boda more cycle taxi to get around gomo the normal local price is five hundred congolese francs for the short ride | null | {
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f47b6a500218 | 2026-09-15T00:00:00 | nemotron-en-us-offline-auto-cpu.json | en_us-1596269393232229615 | fleurs-en_us-test | google/fleurs | CC-BY-4.0 | en-US | auto | read | natural | offline | 9.6 | nvidia/nemotron-3.5-asr-streaming-0.6b | NeMo-Speech.cpp | 4f9676226f667d14608487df744f375db87127f8 | cpu | model-specific quantized weights | 592e0084fe5cf486b4d56c575423e9a4f219bfb8+dirty | null | bishkek was described as sinking into a state of anarchy by one observer as gangs of people roamed the streets and plundered stores of consumer goods | Peške was described as sinking into a state of anarchy by one observer as gangs of people roam the streets and plundered stores of consumer goods. | peške was described as sinking into a state of anarchy by one observer as gangs of people roam the streets and plundered stores of consumer goods | null | {
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f47b6a500218 | 2026-09-15T00:00:00 | nemotron-en-us-offline-auto-cpu.json | en_us-2637301866626572038 | fleurs-en_us-test | google/fleurs | CC-BY-4.0 | en-US | auto | read | natural | offline | 10.08 | nvidia/nemotron-3.5-asr-streaming-0.6b | NeMo-Speech.cpp | 4f9676226f667d14608487df744f375db87127f8 | cpu | model-specific quantized weights | 592e0084fe5cf486b4d56c575423e9a4f219bfb8+dirty | null | during the revolutionary war the thirteen states first formed a weak central government with the congress being its only component under the articles of confederation | During the revolutionary war, the thirteen states first formed a weak central government with the Congress being its only component under the Articles of Confederation. | during the revolutionary war the thirteen states first formed a weak central government with the congress being its only component under the articles of confederation | null | {
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f47b6a500218 | 2026-09-15T00:00:00 | nemotron-en-us-offline-auto-cpu.json | en_us-1722118868151836971 | fleurs-en_us-test | google/fleurs | CC-BY-4.0 | en-US | auto | read | natural | offline | 19.56 | nvidia/nemotron-3.5-asr-streaming-0.6b | NeMo-Speech.cpp | 4f9676226f667d14608487df744f375db87127f8 | cpu | model-specific quantized weights | 592e0084fe5cf486b4d56c575423e9a4f219bfb8+dirty | null | current senator and argentine first lady cristina fernandez de kirchner announced her presidential candidacy yesterday evening in la plata a city 50 kilometers 31 miles away from buenos aires | Current Senator in Argentine First Lady Christina Fernandez de Kirchner announced her presidential candidacy yesterday evening in La Plata, a city fifty kilometers thirty one miles away from Buenos Aires. | current senator in argentine first lady christina fernandez de kirchner announced her presidential candidacy yesterday evening in la plata a city fifty kilometers thirty one miles away from buenos aires | null | {
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f47b6a500218 | 2026-09-15T00:00:00 | nemotron-en-us-offline-auto-cpu.json | en_us-13230261475791184258 | fleurs-en_us-test | google/fleurs | CC-BY-4.0 | en-US | auto | read | natural | offline | 4.56 | nvidia/nemotron-3.5-asr-streaming-0.6b | NeMo-Speech.cpp | 4f9676226f667d14608487df744f375db87127f8 | cpu | model-specific quantized weights | 592e0084fe5cf486b4d56c575423e9a4f219bfb8+dirty | null | the governor s office said nineteen of the injured were police officers | The governor's office in nineteen of the injured work police officers. | the governor s office in nineteen of the injured work police officers | null | {
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f47b6a500218 | 2026-09-15T00:00:00 | nemotron-en-us-offline-auto-cpu.json | en_us-5106380017322065030 | fleurs-en_us-test | google/fleurs | CC-BY-4.0 | en-US | auto | read | natural | offline | 8.54 | nvidia/nemotron-3.5-asr-streaming-0.6b | NeMo-Speech.cpp | 4f9676226f667d14608487df744f375db87127f8 | cpu | model-specific quantized weights | 592e0084fe5cf486b4d56c575423e9a4f219bfb8+dirty | null | however that is not true although there is something written on the back of the document it is not a treasure map | However, that is not true, although there is something written on the back of the document, it is not a treasure map. | however that is not true although there is something written on the back of the document it is not a treasure map | null | {
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f47b6a500218 | 2026-09-15T00:00:00 | nemotron-en-us-offline-auto-cpu.json | en_us-10492135991603561867 | fleurs-en_us-test | google/fleurs | CC-BY-4.0 | en-US | auto | read | natural | offline | 5.64 | nvidia/nemotron-3.5-asr-streaming-0.6b | NeMo-Speech.cpp | 4f9676226f667d14608487df744f375db87127f8 | cpu | model-specific quantized weights | 592e0084fe5cf486b4d56c575423e9a4f219bfb8+dirty | null | in some areas boiling water for a minute is enough in others several minutes are needed | In some areas, boiling water for a minute is enough in other several minutes are needed. | in some areas boiling water for a minute is enough in other several minutes are needed | null | {
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f47b6a500218 | 2026-09-15T00:00:00 | nemotron-en-us-offline-auto-cpu.json | en_us-6817878979697223927 | fleurs-en_us-test | google/fleurs | CC-BY-4.0 | en-US | auto | read | natural | offline | 6.6 | nvidia/nemotron-3.5-asr-streaming-0.6b | NeMo-Speech.cpp | 4f9676226f667d14608487df744f375db87127f8 | cpu | model-specific quantized weights | 592e0084fe5cf486b4d56c575423e9a4f219bfb8+dirty | null | all nouns alongside the word sie for you always begin with a capital letter even in the middle of a sentence | Alongside the word C for you always speaking with the capital letter even in the middle of a sentence. | alongside the word c for you always speaking with the capital letter even in the middle of a sentence | null | {
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f47b6a500218 | 2026-09-15T00:00:00 | nemotron-en-us-offline-auto-cpu.json | en_us-10197164397713068203 | fleurs-en_us-test | google/fleurs | CC-BY-4.0 | en-US | auto | read | natural | offline | 5.76 | nvidia/nemotron-3.5-asr-streaming-0.6b | NeMo-Speech.cpp | 4f9676226f667d14608487df744f375db87127f8 | cpu | model-specific quantized weights | 592e0084fe5cf486b4d56c575423e9a4f219bfb8+dirty | null | the cabbage juice changes color depending on how acidic or basic alkaline the chemical is | The cabbage juice changes color depending on how acidic, basic, alkaline the chemical is. | the cabbage juice changes color depending on how acidic basic alkaline the chemical is | null | {
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f47b6a500218 | 2026-09-15T00:00:00 | nemotron-en-us-offline-auto-cpu.json | en_us-1218355507714944126 | fleurs-en_us-test | google/fleurs | CC-BY-4.0 | en-US | auto | read | natural | offline | 13.18 | nvidia/nemotron-3.5-asr-streaming-0.6b | NeMo-Speech.cpp | 4f9676226f667d14608487df744f375db87127f8 | cpu | model-specific quantized weights | 592e0084fe5cf486b4d56c575423e9a4f219bfb8+dirty | null | in its early days the show was featured solely at the long running internet radio site toginet radio a site focused on talk radio | In its early days, the show was featured solely at the long running Internet radio site Toky Net Radio, a site focused on talk radio. | in its early days the show was featured solely at the long running internet radio site toky net radio a site focused on talk radio | null | {
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eca7c65eb5c2 | 2026-09-15T00:00:00 | nemotron-en-us-offline-cpu.json | en_us-12741024238657315067 | fleurs-en_us-test | google/fleurs | CC-BY-4.0 | en-US | en | read | natural | offline | 12.64 | nvidia/nemotron-3.5-asr-streaming-0.6b | NeMo-Speech.cpp | 4f9676226f667d14608487df744f375db87127f8 | cpu | model-specific quantized weights | 592e0084fe5cf486b4d56c575423e9a4f219bfb8+dirty | null | unfortunately studying traffic flow is difficult because driver behavior cannot be predicted with one hundred percent certainty | Unfortunately, studying traffic flow is difficult because driver behavior cannot be predicted with one hundred percent certainty. | unfortunately studying traffic flow is difficult because driver behavior cannot be predicted with one hundred percent certainty | null | {
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eca7c65eb5c2 | 2026-09-15T00:00:00 | nemotron-en-us-offline-cpu.json | en_us-8173060820032255320 | fleurs-en_us-test | google/fleurs | CC-BY-4.0 | en-US | en | read | natural | offline | 9.14 | nvidia/nemotron-3.5-asr-streaming-0.6b | NeMo-Speech.cpp | 4f9676226f667d14608487df744f375db87127f8 | cpu | model-specific quantized weights | 592e0084fe5cf486b4d56c575423e9a4f219bfb8+dirty | null | police superintendent chandra shekhar solanki said the accused appeared in court with covered faces | Police Superintendent Shanra Shankar Solansky said he accused appear in court with covered faces. | police superintendent shanra shankar solansky said he accused appear in court with covered faces | null | {
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eca7c65eb5c2 | 2026-09-15T00:00:00 | nemotron-en-us-offline-cpu.json | en_us-2652155470394119415 | fleurs-en_us-test | google/fleurs | CC-BY-4.0 | en-US | en | read | natural | offline | 6.72 | nvidia/nemotron-3.5-asr-streaming-0.6b | NeMo-Speech.cpp | 4f9676226f667d14608487df744f375db87127f8 | cpu | model-specific quantized weights | 592e0084fe5cf486b4d56c575423e9a4f219bfb8+dirty | null | the term bug is used by entomologists in a formal sense for this group of insects | The term bug is used by entomologist in a formal sense for this group of insects. | the term bug is used by entomologist in a formal sense for this group of insects | null | {
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eca7c65eb5c2 | 2026-09-15T00:00:00 | nemotron-en-us-offline-cpu.json | en_us-18066939864018796519 | fleurs-en_us-test | google/fleurs | CC-BY-4.0 | en-US | en | read | natural | offline | 10.38 | nvidia/nemotron-3.5-asr-streaming-0.6b | NeMo-Speech.cpp | 4f9676226f667d14608487df744f375db87127f8 | cpu | model-specific quantized weights | 592e0084fe5cf486b4d56c575423e9a4f219bfb8+dirty | null | popular sports include football basketball volleyball water polo fencing rugby cycling ice hockey roller hockey and f1 motor racing | Popular sports include football, basketball, volleyball, water polo, fencing, rugby, cycling, ice hockey, roller hockey, and F one motor racing. | popular sports include football basketball volleyball water polo fencing rugby cycling ice hockey roller hockey and f one motor racing | null | {
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eca7c65eb5c2 | 2026-09-15T00:00:00 | nemotron-en-us-offline-cpu.json | en_us-16847628585853049714 | fleurs-en_us-test | google/fleurs | CC-BY-4.0 | en-US | en | read | natural | offline | 13.34 | nvidia/nemotron-3.5-asr-streaming-0.6b | NeMo-Speech.cpp | 4f9676226f667d14608487df744f375db87127f8 | cpu | model-specific quantized weights | 592e0084fe5cf486b4d56c575423e9a4f219bfb8+dirty | null | you can use boda boda motorcycle taxi to get around goma the normal local price is 500 congolese francs for the short ride | You can use bota boda more cycle taxi to get around Gomo, the normal local price is five hundred Congolese francs for the short ride. | you can use bota boda more cycle taxi to get around gomo the normal local price is five hundred congolese francs for the short ride | null | {
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eca7c65eb5c2 | 2026-09-15T00:00:00 | nemotron-en-us-offline-cpu.json | en_us-1596269393232229615 | fleurs-en_us-test | google/fleurs | CC-BY-4.0 | en-US | en | read | natural | offline | 9.6 | nvidia/nemotron-3.5-asr-streaming-0.6b | NeMo-Speech.cpp | 4f9676226f667d14608487df744f375db87127f8 | cpu | model-specific quantized weights | 592e0084fe5cf486b4d56c575423e9a4f219bfb8+dirty | null | bishkek was described as sinking into a state of anarchy by one observer as gangs of people roamed the streets and plundered stores of consumer goods | Peachkeck was described as sinking into a state of anarchy by one observer as gangs of people roam the streets and plundered stores of consumer goods. | peachkeck was described as sinking into a state of anarchy by one observer as gangs of people roam the streets and plundered stores of consumer goods | null | {
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eca7c65eb5c2 | 2026-09-15T00:00:00 | nemotron-en-us-offline-cpu.json | en_us-2637301866626572038 | fleurs-en_us-test | google/fleurs | CC-BY-4.0 | en-US | en | read | natural | offline | 10.08 | nvidia/nemotron-3.5-asr-streaming-0.6b | NeMo-Speech.cpp | 4f9676226f667d14608487df744f375db87127f8 | cpu | model-specific quantized weights | 592e0084fe5cf486b4d56c575423e9a4f219bfb8+dirty | null | during the revolutionary war the thirteen states first formed a weak central government with the congress being its only component under the articles of confederation | During the revolutionary war, the thirteen states first formed a weak central government with the Congress being its only component under the articles of Confederation. | during the revolutionary war the thirteen states first formed a weak central government with the congress being its only component under the articles of confederation | null | {
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eca7c65eb5c2 | 2026-09-15T00:00:00 | nemotron-en-us-offline-cpu.json | en_us-1722118868151836971 | fleurs-en_us-test | google/fleurs | CC-BY-4.0 | en-US | en | read | natural | offline | 19.56 | nvidia/nemotron-3.5-asr-streaming-0.6b | NeMo-Speech.cpp | 4f9676226f667d14608487df744f375db87127f8 | cpu | model-specific quantized weights | 592e0084fe5cf486b4d56c575423e9a4f219bfb8+dirty | null | current senator and argentine first lady cristina fernandez de kirchner announced her presidential candidacy yesterday evening in la plata a city 50 kilometers 31 miles away from buenos aires | Current Senator in Argentine First Lady Christina Fernandez de Kirchner announced her presidential candidacy yesterday evening in La Plata, a city fifty kilometers thirty one miles away from Buenos Aires. | current senator in argentine first lady christina fernandez de kirchner announced her presidential candidacy yesterday evening in la plata a city fifty kilometers thirty one miles away from buenos aires | null | {
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eca7c65eb5c2 | 2026-09-15T00:00:00 | nemotron-en-us-offline-cpu.json | en_us-13230261475791184258 | fleurs-en_us-test | google/fleurs | CC-BY-4.0 | en-US | en | read | natural | offline | 4.56 | nvidia/nemotron-3.5-asr-streaming-0.6b | NeMo-Speech.cpp | 4f9676226f667d14608487df744f375db87127f8 | cpu | model-specific quantized weights | 592e0084fe5cf486b4d56c575423e9a4f219bfb8+dirty | null | the governor s office said nineteen of the injured were police officers | The governor's office in nineteen of the injured work police officers. | the governor s office in nineteen of the injured work police officers | null | {
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eca7c65eb5c2 | 2026-09-15T00:00:00 | nemotron-en-us-offline-cpu.json | en_us-5106380017322065030 | fleurs-en_us-test | google/fleurs | CC-BY-4.0 | en-US | en | read | natural | offline | 8.54 | nvidia/nemotron-3.5-asr-streaming-0.6b | NeMo-Speech.cpp | 4f9676226f667d14608487df744f375db87127f8 | cpu | model-specific quantized weights | 592e0084fe5cf486b4d56c575423e9a4f219bfb8+dirty | null | however that is not true although there is something written on the back of the document it is not a treasure map | However, that is not true, although there is something written on the back of the document, it is not a treasure map. | however that is not true although there is something written on the back of the document it is not a treasure map | null | {
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eca7c65eb5c2 | 2026-09-15T00:00:00 | nemotron-en-us-offline-cpu.json | en_us-10492135991603561867 | fleurs-en_us-test | google/fleurs | CC-BY-4.0 | en-US | en | read | natural | offline | 5.64 | nvidia/nemotron-3.5-asr-streaming-0.6b | NeMo-Speech.cpp | 4f9676226f667d14608487df744f375db87127f8 | cpu | model-specific quantized weights | 592e0084fe5cf486b4d56c575423e9a4f219bfb8+dirty | null | in some areas boiling water for a minute is enough in others several minutes are needed | In some areas, boiling water for a minute is enough in other several minutes are needed. | in some areas boiling water for a minute is enough in other several minutes are needed | null | {
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eca7c65eb5c2 | 2026-09-15T00:00:00 | nemotron-en-us-offline-cpu.json | en_us-6817878979697223927 | fleurs-en_us-test | google/fleurs | CC-BY-4.0 | en-US | en | read | natural | offline | 6.6 | nvidia/nemotron-3.5-asr-streaming-0.6b | NeMo-Speech.cpp | 4f9676226f667d14608487df744f375db87127f8 | cpu | model-specific quantized weights | 592e0084fe5cf486b4d56c575423e9a4f219bfb8+dirty | null | all nouns alongside the word sie for you always begin with a capital letter even in the middle of a sentence | Ones alongside the word C for you always speaking with the capital letter even in the middle of a sentence. | ones alongside the word c for you always speaking with the capital letter even in the middle of a sentence | null | {
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eca7c65eb5c2 | 2026-09-15T00:00:00 | nemotron-en-us-offline-cpu.json | en_us-10197164397713068203 | fleurs-en_us-test | google/fleurs | CC-BY-4.0 | en-US | en | read | natural | offline | 5.76 | nvidia/nemotron-3.5-asr-streaming-0.6b | NeMo-Speech.cpp | 4f9676226f667d14608487df744f375db87127f8 | cpu | model-specific quantized weights | 592e0084fe5cf486b4d56c575423e9a4f219bfb8+dirty | null | the cabbage juice changes color depending on how acidic or basic alkaline the chemical is | The cabbage juice changes color depending on how acidic, basic, alkaline the chemical is. | the cabbage juice changes color depending on how acidic basic alkaline the chemical is | null | {
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eca7c65eb5c2 | 2026-09-15T00:00:00 | nemotron-en-us-offline-cpu.json | en_us-1218355507714944126 | fleurs-en_us-test | google/fleurs | CC-BY-4.0 | en-US | en | read | natural | offline | 13.18 | nvidia/nemotron-3.5-asr-streaming-0.6b | NeMo-Speech.cpp | 4f9676226f667d14608487df744f375db87127f8 | cpu | model-specific quantized weights | 592e0084fe5cf486b4d56c575423e9a4f219bfb8+dirty | null | in its early days the show was featured solely at the long running internet radio site toginet radio a site focused on talk radio | In its early days, the show was featured solely at the long running Internet radio site Toky Net Radio, a site focused on talk radio. | in its early days the show was featured solely at the long running internet radio site toky net radio a site focused on talk radio | null | {
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72bc51ed4500 | 2026-09-15T00:00:00 | nemotron-en-us-streaming-realtime-cpu.json | en_us-12741024238657315067 | fleurs-en_us-test | google/fleurs | CC-BY-4.0 | en-US | en | read | natural | streaming | 12.64 | nvidia/nemotron-3.5-asr-streaming-0.6b | NeMo-Speech.cpp | 4f9676226f667d14608487df744f375db87127f8 | cpu | model-specific quantized weights | 592e0084fe5cf486b4d56c575423e9a4f219bfb8+dirty | null | unfortunately studying traffic flow is difficult because driver behavior cannot be predicted with one hundred percent certainty | Unfortunately, stunning traffic flow is difficult because driver's behavior cannot be predicted with one hundred percent certainty. | unfortunately stunning traffic flow is difficult because driver s behavior cannot be predicted with one hundred percent certainty | null | {
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72bc51ed4500 | 2026-09-15T00:00:00 | nemotron-en-us-streaming-realtime-cpu.json | en_us-621925716775998155 | fleurs-en_us-test | google/fleurs | CC-BY-4.0 | en-US | en | read | natural | streaming | 5.88 | nvidia/nemotron-3.5-asr-streaming-0.6b | NeMo-Speech.cpp | 4f9676226f667d14608487df744f375db87127f8 | cpu | model-specific quantized weights | 592e0084fe5cf486b4d56c575423e9a4f219bfb8+dirty | null | twentieth century research has shown that there are two pools of genetic variation hidden and expressed | Twentieth century research has shown that there are two post of genetic variation hidden and expressed. | twentieth century research has shown that there are two post of genetic variation hidden and expressed | null | {
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72bc51ed4500 | 2026-09-15T00:00:00 | nemotron-en-us-streaming-realtime-cpu.json | en_us-2589557553267364799 | fleurs-en_us-test | google/fleurs | CC-BY-4.0 | en-US | en | read | natural | streaming | 8.94 | nvidia/nemotron-3.5-asr-streaming-0.6b | NeMo-Speech.cpp | 4f9676226f667d14608487df744f375db87127f8 | cpu | model-specific quantized weights | 592e0084fe5cf486b4d56c575423e9a4f219bfb8+dirty | null | remember that even though music on the main stages may have finished there may be sections of the festival that will keep playing music until late into the night | Remember that even though music on the main stages may have finished, there may be sections of the festival that will keep playing music until late into the night. | remember that even though music on the main stages may have finished there may be sections of the festival that will keep playing music until late into the night | null | {
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72bc51ed4500 | 2026-09-15T00:00:00 | nemotron-en-us-streaming-realtime-cpu.json | en_us-8173060820032255320 | fleurs-en_us-test | google/fleurs | CC-BY-4.0 | en-US | en | read | natural | streaming | 9.14 | nvidia/nemotron-3.5-asr-streaming-0.6b | NeMo-Speech.cpp | 4f9676226f667d14608487df744f375db87127f8 | cpu | model-specific quantized weights | 592e0084fe5cf486b4d56c575423e9a4f219bfb8+dirty | null | police superintendent chandra shekhar solanki said the accused appeared in court with covered faces | Police superintendent Shanra Shankar Solansky said he accused the peer in court with covered faces. | police superintendent shanra shankar solansky said he accused the peer in court with covered faces | null | {
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a30c9bb93529 | 2026-09-15T00:00:00 | nemotron-hi-en-offline-auto-cpu.json | 103085_w5Jyq3XMbb3WwiKQ_0000 | openslr-104-mucs-hi-en-test | OpenSLR 104 (MUCS 2021) | CC-BY-SA-4.0 | hi+en | auto | technical_lecture | natural | offline | 8 | nvidia/nemotron-3.5-asr-streaming-0.6b | NeMo-Speech.cpp | 4f9676226f667d14608487df744f375db87127f8 | cpu | model-specific quantized weights | 592e0084fe5cf486b4d56c575423e9a4f219bfb8+dirty | null | null | Liber office imp्रs में एक प्रस्तुति डॉक्यूमेंट बनाना और बुनियादी फॉर्मेटिंग के इस स्पोकेन ट्यूटोरल में आपका स्वागत। | null | null | {
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a30c9bb93529 | 2026-09-15T00:00:00 | nemotron-hi-en-offline-auto-cpu.json | 103725_UO5ZLDtkc8QMi9Hk_0000 | openslr-104-mucs-hi-en-test | OpenSLR 104 (MUCS 2021) | CC-BY-SA-4.0 | hi+en | auto | technical_lecture | natural | offline | 6 | nvidia/nemotron-3.5-asr-streaming-0.6b | NeMo-Speech.cpp | 4f9676226f667d14608487df744f375db87127f8 | cpu | model-specific quantized weights | 592e0084fe5cf486b4d56c575423e9a4f219bfb8+dirty | null | null | नमस्कार कमांड लाइन आर्ग्युमेंट्स पर स्पोकन ट्यूटोरियल में आपका स्वागत है | null | null | {
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a30c9bb93529 | 2026-09-15T00:00:00 | nemotron-hi-en-offline-auto-cpu.json | 118638_nJfFvNUB8tQkaGgp_0001 | openslr-104-mucs-hi-en-test | OpenSLR 104 (MUCS 2021) | CC-BY-SA-4.0 | hi+en | auto | technical_lecture | natural | offline | 7 | nvidia/nemotron-3.5-asr-streaming-0.6b | NeMo-Speech.cpp | 4f9676226f667d14608487df744f375db87127f8 | cpu | model-specific quantized weights | 592e0084fe5cf486b4d56c575423e9a4f219bfb8+dirty | null | null | ब्लॉक ट्यूटोरियल को अच्छे से समझ लें। ट्यूटोरियल में हम समझाएंगे कि। | null | null | {
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a30c9bb93529 | 2026-09-15T00:00:00 | nemotron-hi-en-offline-auto-cpu.json | 146881_TkzR0GrQyK0vSTuj_0001 | openslr-104-mucs-hi-en-test | OpenSLR 104 (MUCS 2021) | CC-BY-SA-4.0 | hi+en | auto | technical_lecture | natural | offline | 6 | nvidia/nemotron-3.5-asr-streaming-0.6b | NeMo-Speech.cpp | 4f9676226f667d14608487df744f375db87127f8 | cpu | model-specific quantized weights | 592e0084fe5cf486b4d56c575423e9a4f219bfb8+dirty | null | null | पर ट्यूटोरियल डॉक्यूमेंट में संपादन के समय ट्रैक में बदलाव में आपका स्वागत है। | null | null | {
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a30c9bb93529 | 2026-09-15T00:00:00 | nemotron-hi-en-offline-auto-cpu.json | 161768_ZQC2TFqLsvNDq9bP_0000 | openslr-104-mucs-hi-en-test | OpenSLR 104 (MUCS 2021) | CC-BY-SA-4.0 | hi+en | auto | technical_lecture | natural | offline | 4 | nvidia/nemotron-3.5-asr-streaming-0.6b | NeMo-Speech.cpp | 4f9676226f667d14608487df744f375db87127f8 | cpu | model-specific quantized weights | 592e0084fe5cf486b4d56c575423e9a4f219bfb8+dirty | null | null | Liber office imp्रस के परिचय पर ट्यूटोरियल में आपका स्वागत है। | null | null | {
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a30c9bb93529 | 2026-09-15T00:00:00 | nemotron-hi-en-offline-auto-cpu.json | 318923_NhV290ew2hDJfVqc_0000 | openslr-104-mucs-hi-en-test | OpenSLR 104 (MUCS 2021) | CC-BY-SA-4.0 | hi+en | auto | technical_lecture | natural | offline | 7 | nvidia/nemotron-3.5-asr-streaming-0.6b | NeMo-Speech.cpp | 4f9676226f667d14608487df744f375db87127f8 | cpu | model-specific quantized weights | 592e0084fe5cf486b4d56c575423e9a4f219bfb8+dirty | null | null | एडिटर में स्मीपर्स पर स्पोकेन ट्यूटोरियल में आपका स्वागत है। इस ट्यूटोरियल में। | null | null | {
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a30c9bb93529 | 2026-09-15T00:00:00 | nemotron-hi-en-offline-auto-cpu.json | 323507_HgEJsLGKNWSFl8T7_0000 | openslr-104-mucs-hi-en-test | OpenSLR 104 (MUCS 2021) | CC-BY-SA-4.0 | hi+en | auto | technical_lecture | natural | offline | 6 | nvidia/nemotron-3.5-asr-streaming-0.6b | NeMo-Speech.cpp | 4f9676226f667d14608487df744f375db87127f8 | cpu | model-specific quantized weights | 592e0084fe5cf486b4d56c575423e9a4f219bfb8+dirty | null | null | राइटर के टेक्स्ट टाइपिंग और बुनियादी स्वरूपण यानी बेसिक फॉर्मेटिंग के इस ट्यूटोरियल में आपका स्वा | null | null | {
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a30c9bb93529 | 2026-09-15T00:00:00 | nemotron-hi-en-offline-auto-cpu.json | 347099_K5BlLYB9ynemLTVa_0000 | openslr-104-mucs-hi-en-test | OpenSLR 104 (MUCS 2021) | CC-BY-SA-4.0 | hi+en | auto | technical_lecture | natural | offline | 6 | nvidia/nemotron-3.5-asr-streaming-0.6b | NeMo-Speech.cpp | 4f9676226f667d14608487df744f375db87127f8 | cpu | model-specific quantized weights | 592e0084fe5cf486b4d56c575423e9a4f219bfb8+dirty | null | null | Liber office imp्रs में प्रस्तुति को प्रिंट करने पर इस स्पोकेन ट्यूटो | null | null | {
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a30c9bb93529 | 2026-09-15T00:00:00 | nemotron-hi-en-offline-auto-cpu.json | 360746_4oLp3bc9OSJbDrwM_0000 | openslr-104-mucs-hi-en-test | OpenSLR 104 (MUCS 2021) | CC-BY-SA-4.0 | hi+en | auto | technical_lecture | natural | offline | 6 | nvidia/nemotron-3.5-asr-streaming-0.6b | NeMo-Speech.cpp | 4f9676226f667d14608487df744f375db87127f8 | cpu | model-specific quantized weights | 592e0084fe5cf486b4d56c575423e9a4f219bfb8+dirty | null | null | सी में टाइप डेफ एंड यूनियन पर स्पोकन ट्यूटोरियल में आपका स्वागत है | null | null | {
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a30c9bb93529 | 2026-09-15T00:00:00 | nemotron-hi-en-offline-auto-cpu.json | 388577_LPGZ2Jo8uBX4sx76_0001 | openslr-104-mucs-hi-en-test | OpenSLR 104 (MUCS 2021) | CC-BY-SA-4.0 | hi+en | auto | technical_lecture | natural | offline | 9 | nvidia/nemotron-3.5-asr-streaming-0.6b | NeMo-Speech.cpp | 4f9676226f667d14608487df744f375db87127f8 | cpu | model-specific quantized weights | 592e0084fe5cf486b4d56c575423e9a4f219bfb8+dirty | null | null | मैं आपका स्वागत है। इस ट्यूटोरियल में हम टैब्स को एड मूव रीऑर्डर और बंद करना सीखेंगे। फाइल को ब्राउज। | null | null | {
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a30c9bb93529 | 2026-09-15T00:00:00 | nemotron-hi-en-offline-auto-cpu.json | 408467_5baFeyjOxK8JQnNG_0000 | openslr-104-mucs-hi-en-test | OpenSLR 104 (MUCS 2021) | CC-BY-SA-4.0 | hi+en | auto | technical_lecture | natural | offline | 6 | nvidia/nemotron-3.5-asr-streaming-0.6b | NeMo-Speech.cpp | 4f9676226f667d14608487df744f375db87127f8 | cpu | model-specific quantized weights | 592e0084fe5cf486b4d56c575423e9a4f219bfb8+dirty | null | null | स्टोरेज क्लास स्पेसिफाइयर्स पर स्पोकेन ट्यूटोरियल में आपका स्वागत है | null | null | {
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a30c9bb93529 | 2026-09-15T00:00:00 | nemotron-hi-en-offline-auto-cpu.json | 453832_n3lwFhZkSdbJkOa0_0000 | openslr-104-mucs-hi-en-test | OpenSLR 104 (MUCS 2021) | CC-BY-SA-4.0 | hi+en | auto | technical_lecture | natural | offline | 9 | nvidia/nemotron-3.5-asr-streaming-0.6b | NeMo-Speech.cpp | 4f9676226f667d14608487df744f375db87127f8 | cpu | model-specific quantized weights | 592e0084fe5cf486b4d56c575423e9a4f219bfb8+dirty | null | null | Liber office writer में find और replace विशेषता और ऑटो करेक्ट विशेषता का इस्तेमाल करने पर इस स्पोकेन ट्यूटोरियल में आपका स्वागत है। | null | null | {
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b2ff22228fe9 | 2026-09-15T00:00:00 | nemotron-hi-en-streaming-realtime-auto-cpu.json | 103085_w5Jyq3XMbb3WwiKQ_0000 | openslr-104-mucs-hi-en-test | OpenSLR 104 (MUCS 2021) | CC-BY-SA-4.0 | hi+en | auto | technical_lecture | natural | streaming | 8 | nvidia/nemotron-3.5-asr-streaming-0.6b | NeMo-Speech.cpp | 4f9676226f667d14608487df744f375db87127f8 | cpu | model-specific quantized weights | 592e0084fe5cf486b4d56c575423e9a4f219bfb8+dirty | null | null | नेबर ऑफिस इम्प्रेस में एक प्रस्तुति डॉक्यूमेंट बनाना और बुनियादी फॉर्मेटिंग के इस स्पोकेन ट्यूटर में आपका स्वागत | null | null | {
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b2ff22228fe9 | 2026-09-15T00:00:00 | nemotron-hi-en-streaming-realtime-auto-cpu.json | 103725_UO5ZLDtkc8QMi9Hk_0000 | openslr-104-mucs-hi-en-test | OpenSLR 104 (MUCS 2021) | CC-BY-SA-4.0 | hi+en | auto | technical_lecture | natural | streaming | 6 | nvidia/nemotron-3.5-asr-streaming-0.6b | NeMo-Speech.cpp | 4f9676226f667d14608487df744f375db87127f8 | cpu | model-specific quantized weights | 592e0084fe5cf486b4d56c575423e9a4f219bfb8+dirty | null | null | नमस्कार कमांड लाइन आर्ग्युमेंट्स पर स्पोकन ट्यूटोरियल में आपका स्वागत है। | null | null | {
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b2ff22228fe9 | 2026-09-15T00:00:00 | nemotron-hi-en-streaming-realtime-auto-cpu.json | 118638_nJfFvNUB8tQkaGgp_0001 | openslr-104-mucs-hi-en-test | OpenSLR 104 (MUCS 2021) | CC-BY-SA-4.0 | hi+en | auto | technical_lecture | natural | streaming | 7 | nvidia/nemotron-3.5-asr-streaming-0.6b | NeMo-Speech.cpp | 4f9676226f667d14608487df744f375db87127f8 | cpu | model-specific quantized weights | 592e0084fe5cf486b4d56c575423e9a4f219bfb8+dirty | null | null | इस ट्यूटोरियल को शुरू करने से पहले ब्लॉक ट्यूटोरियल को अच्छे से समझ लें। ट्यूटोरियल में हम समझाएंगे। | null | null | {
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b2ff22228fe9 | 2026-09-15T00:00:00 | nemotron-hi-en-streaming-realtime-auto-cpu.json | 124478_x8iijxWeCf26KNpC_0000 | openslr-104-mucs-hi-en-test | OpenSLR 104 (MUCS 2021) | CC-BY-SA-4.0 | hi+en | auto | technical_lecture | natural | streaming | 7 | nvidia/nemotron-3.5-asr-streaming-0.6b | NeMo-Speech.cpp | 4f9676226f667d14608487df744f375db87127f8 | cpu | model-specific quantized weights | 592e0084fe5cf486b4d56c575423e9a4f219bfb8+dirty | null | null | लिबर ऑफिस इम्प्रेस में कस्टम एनिमेशन पर स्पोकेन ट्यूटोरियल में आपका स्वागत है। इस ट्यूटोरियल में | null | null | {
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6a78053db85c | 2026-09-15T00:00:00 | nemotron-hi-in-offline-auto-cpu.json | hi_in-7251883826251297781 | fleurs-hi_in-test | google/fleurs | CC-BY-4.0 | hi-IN | auto | read | natural | offline | 9.36 | nvidia/nemotron-3.5-asr-streaming-0.6b | NeMo-Speech.cpp | 4f9676226f667d14608487df744f375db87127f8 | cpu | model-specific quantized weights | 592e0084fe5cf486b4d56c575423e9a4f219bfb8+dirty | null | स्कीइंग मार्ग को एक हाईकिंग लंबी पैदल यात्रा मार्ग जैसा ही सोचें | Ski mar को एक हाइकिंग लंबी पैदल यात्रा मार्ग जैसा ही सोचें। | ski mar को एक हाइकिंग लंबी पैदल यात्रा मार्ग जैसा ही सोचें | null | {
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6a78053db85c | 2026-09-15T00:00:00 | nemotron-hi-in-offline-auto-cpu.json | hi_in-14585676639063535081 | fleurs-hi_in-test | google/fleurs | CC-BY-4.0 | hi-IN | auto | read | natural | offline | 6.66 | nvidia/nemotron-3.5-asr-streaming-0.6b | NeMo-Speech.cpp | 4f9676226f667d14608487df744f375db87127f8 | cpu | model-specific quantized weights | 592e0084fe5cf486b4d56c575423e9a4f219bfb8+dirty | null | मनोविज्ञान सहित विज्ञान के सभी मामलों पर अरस्तू के विचारों को स्वीकार किया जाता है | मनोविज्ञान साहित्य विज्ञान के सभी मामलों पर अस्तुस्त के विचारों को स्वीकार किया जाता है। | मनोविज्ञान साहित्य विज्ञान के सभी मामलों पर अस्तुस्त के विचारों को स्वीकार किया जाता है | null | {
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6a78053db85c | 2026-09-15T00:00:00 | nemotron-hi-in-offline-auto-cpu.json | hi_in-2209942949403736703 | fleurs-hi_in-test | google/fleurs | CC-BY-4.0 | hi-IN | auto | read | natural | offline | 7.56 | nvidia/nemotron-3.5-asr-streaming-0.6b | NeMo-Speech.cpp | 4f9676226f667d14608487df744f375db87127f8 | cpu | model-specific quantized weights | 592e0084fe5cf486b4d56c575423e9a4f219bfb8+dirty | null | यह डिवाइस को हवा में मूव करके खिलाड़ियों को एक्शन और मूवमेंट कंट्रोल करने की अनुमति देगा | यह डिवाइस को हवा में मूव करके खिलाड़ियों को एक्शन और मूवमेंट कंट्रोल करने की अनुमति देगा। | यह डिवाइस को हवा में मूव करके खिलाड़ियों को एक्शन और मूवमेंट कंट्रोल करने की अनुमति देगा | null | {
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6a78053db85c | 2026-09-15T00:00:00 | nemotron-hi-in-offline-auto-cpu.json | hi_in-2129043417079181978 | fleurs-hi_in-test | google/fleurs | CC-BY-4.0 | hi-IN | auto | read | natural | offline | 8.94 | nvidia/nemotron-3.5-asr-streaming-0.6b | NeMo-Speech.cpp | 4f9676226f667d14608487df744f375db87127f8 | cpu | model-specific quantized weights | 592e0084fe5cf486b4d56c575423e9a4f219bfb8+dirty | null | रोम में अलग अलग जगहों पर कई बड़े टेलीविज़न स्क्रीन लगाए गए ताकि लोग समारोह देख सकें | रोम में अलग अलग जगहों पर कई बड़े टेलीविजन स्क्रीन लगाए गए ताकि लोग समारोह देख सकें। | रोम में अलग अलग जगहों पर कई बड़े टेलीविजन स्क्रीन लगाए गए ताकि लोग समारोह देख सकें | null | {
"wordErrorRate": {
"edits": 1,
"referenceUnits": 17,
"rate": 0.058823529411764705
},
"graphemeErrorRate": {
"edits": 1,
"referenceUnits": 42,
"rate": 0.023809523809523808
}
} | null | 404.817042 | null | 0.045282 | null | null | false |
6a78053db85c | 2026-09-15T00:00:00 | nemotron-hi-in-offline-auto-cpu.json | hi_in-1137772989789278397 | fleurs-hi_in-test | google/fleurs | CC-BY-4.0 | hi-IN | auto | read | natural | offline | 8.82 | nvidia/nemotron-3.5-asr-streaming-0.6b | NeMo-Speech.cpp | 4f9676226f667d14608487df744f375db87127f8 | cpu | model-specific quantized weights | 592e0084fe5cf486b4d56c575423e9a4f219bfb8+dirty | null | यह शहर देश के बाकी शहरों से अलग है क्योंकि यह किसी अफ्रीकी शहर की बजाय अरब शहर लगता है | यह शहर देश के बाकी शहरों से अलग है क्योंकि यह किसी अफ्रीकी शहर की बजाय अरब शहर लगता है। | यह शहर देश के बाकी शहरों से अलग है क्योंकि यह किसी अफ्रीकी शहर की बजाय अरब शहर लगता है | null | {
"wordErrorRate": {
"edits": 0,
"referenceUnits": 20,
"rate": 0
},
"graphemeErrorRate": {
"edits": 0,
"referenceUnits": 44,
"rate": 0
}
} | null | 376.075417 | null | 0.042639 | null | null | false |
ad589fdebd26 | 2026-09-15T00:00:00 | nemotron-hi-in-offline-cpu.json | hi_in-7251883826251297781 | fleurs-hi_in-test | google/fleurs | CC-BY-4.0 | hi-IN | hi | read | natural | offline | 9.36 | nvidia/nemotron-3.5-asr-streaming-0.6b | NeMo-Speech.cpp | 4f9676226f667d14608487df744f375db87127f8 | cpu | model-specific quantized weights | 592e0084fe5cf486b4d56c575423e9a4f219bfb8+dirty | null | स्कीइंग मार्ग को एक हाईकिंग लंबी पैदल यात्रा मार्ग जैसा ही सोचें | स्कीम मार्ग को एक हाइकिंग लंबी पैदल यात्रा मार्ग जैसा ही सोचें। | स्कीम मार्ग को एक हाइकिंग लंबी पैदल यात्रा मार्ग जैसा ही सोचें | null | {
"wordErrorRate": {
"edits": 2,
"referenceUnits": 12,
"rate": 0.16666666666666666
},
"graphemeErrorRate": {
"edits": 3,
"referenceUnits": 26,
"rate": 0.11538461538461539
}
} | null | 1,760.316875 | null | 0.188068 | null | null | false |
ad589fdebd26 | 2026-09-15T00:00:00 | nemotron-hi-in-offline-cpu.json | hi_in-14585676639063535081 | fleurs-hi_in-test | google/fleurs | CC-BY-4.0 | hi-IN | hi | read | natural | offline | 6.66 | nvidia/nemotron-3.5-asr-streaming-0.6b | NeMo-Speech.cpp | 4f9676226f667d14608487df744f375db87127f8 | cpu | model-specific quantized weights | 592e0084fe5cf486b4d56c575423e9a4f219bfb8+dirty | null | मनोविज्ञान सहित विज्ञान के सभी मामलों पर अरस्तू के विचारों को स्वीकार किया जाता है | मनोविज्ञान साहित्य विज्ञान के सभी मामलों पर अस्तुस्त के विचारों को स्वीकार किया जाता है। | मनोविज्ञान साहित्य विज्ञान के सभी मामलों पर अस्तुस्त के विचारों को स्वीकार किया जाता है | null | {
"wordErrorRate": {
"edits": 2,
"referenceUnits": 15,
"rate": 0.13333333333333333
},
"graphemeErrorRate": {
"edits": 4,
"referenceUnits": 35,
"rate": 0.11428571428571428
}
} | null | 312.881417 | null | 0.046979 | null | null | false |
ad589fdebd26 | 2026-09-15T00:00:00 | nemotron-hi-in-offline-cpu.json | hi_in-13603726120458761913 | fleurs-hi_in-test | google/fleurs | CC-BY-4.0 | hi-IN | hi | read | natural | offline | 18.6 | nvidia/nemotron-3.5-asr-streaming-0.6b | NeMo-Speech.cpp | 4f9676226f667d14608487df744f375db87127f8 | cpu | model-specific quantized weights | 592e0084fe5cf486b4d56c575423e9a4f219bfb8+dirty | null | मध्य युग के अंत में पश्चिमी यूरोप ने अपनी शैली विकसित करना शुरू कर दिया धर्मयुद्ध के परिणामस्वरूप उस समय के सबसे बड़े विकास में से एक लोगों ने कपड़ों को बाँधने के लिए बटन का उपयोग करना शुरू किया | मध्ययुग के अंत में पश्चिम यूरोप ने अपनी शैली विकसित करना शुरू कर दिया। धर्मयुद्ध के परिणामस्वरूप उस समय के सबसे बड़े विकास में से एक लोगों ने कपड़ों का बांधने के लिए बटन का उपयोग करना शुरू किया। | मध्ययुग के अंत में पश्चिम यूरोप ने अपनी शैली विकसित करना शुरू कर दिया धर्मयुद्ध के परिणामस्वरूप उस समय के सबसे बड़े विकास में से एक लोगों ने कपड़ों का बांधने के लिए बटन का उपयोग करना शुरू किया | null | {
"wordErrorRate": {
"edits": 5,
"referenceUnits": 40,
"rate": 0.125
},
"graphemeErrorRate": {
"edits": 3,
"referenceUnits": 91,
"rate": 0.03296703296703297
}
} | null | 877.959625 | null | 0.047202 | null | null | false |
ad589fdebd26 | 2026-09-15T00:00:00 | nemotron-hi-in-offline-cpu.json | hi_in-4887139028898752213 | fleurs-hi_in-test | google/fleurs | CC-BY-4.0 | hi-IN | hi | read | natural | offline | 8.4 | nvidia/nemotron-3.5-asr-streaming-0.6b | NeMo-Speech.cpp | 4f9676226f667d14608487df744f375db87127f8 | cpu | model-specific quantized weights | 592e0084fe5cf486b4d56c575423e9a4f219bfb8+dirty | null | यह कहते हुए कि वे चीन के आर्थिक उत्पादन के आधार पर बनाए जाएँगे उन्होंने कटौती के लिए कोई आँकड़ा निर्धारित नहीं किया | यह कहते हुए कि वे चीन के आर्थिक उत्पादन के आधार पर बनाए जाएंगे। उन्होंने कटौती के लिए कोई आंकड़ा निर्धारित नहीं किया। | यह कहते हुए कि वे चीन के आर्थिक उत्पादन के आधार पर बनाए जाएंगे उन्होंने कटौती के लिए कोई आंकड़ा निर्धारित नहीं किया | null | {
"wordErrorRate": {
"edits": 2,
"referenceUnits": 23,
"rate": 0.08695652173913043
},
"graphemeErrorRate": {
"edits": 2,
"referenceUnits": 53,
"rate": 0.03773584905660377
}
} | null | 403.977291 | null | 0.048093 | null | null | false |
End of preview. Expand in Data Studio
Vesper ASR benchmark
Real speech-recognition outputs from on-device benchmark runs · Text and IDs, no private audio
What's excluded · Getting the audio · Fields · Caveats
Vesper is a local dictation app. This dataset holds the transcripts
its benchmark runs produced: 16,602 transcriptions from 475 dated vesper-eval reports, between
September and October 2026 (including the 22 October 2026 per-language recommendation matrix). Each row pairs a speech model's raw transcript with the clip's normalized reference text,
where one may be published. Rows also carry word and character error rates, timing, the engine and precision that
ran, and the writing model's cleaned text when cleanup was on (4,996 rows).
Intended uses:
- studying real speech-recognition errors across models, languages and noise conditions;
- training or evaluating error-aware text cleanup;
- model comparison.
What is not here
- No source-dataset audio. Clips are referenced by the public dataset's own IDs (
sample_id,source_id). REFERENCING.md explains how to fetch each source's audio, including a FLEURS join example and the processing behind condition suffixes such as--quiet30. The only audio shipped here is Vesper's four generated noise clips, inaudio/synthetic-noise/. - No recordings of the app's owner or of any user. Only rows from the public and Vesper-generated sources below were exported; rows without a declared source were dropped.
- No personalized outputs, because their learned vocabulary has no recorded origin.
- No machine names, file paths or free-text run notes.
- No reference text for sources that don't allow redistribution under CC BY 4.0. Svarah is gated with no stated licence; MUCS (OpenSLR 104) is CC BY-SA 4.0. For these, rows keep the ID, transcript and scores, and the reference can be joined from the source.
Sources
source_id |
Rows |
|---|---|
fleurs-en_us-test |
10,215 |
fleurs-fr_fr-test |
1,400 |
fleurs-de_de-test |
1,150 |
fleurs-es_419-test |
1,000 |
svarah |
828 |
fleurs-hi_in-test |
624 |
ms-snsd-noise-test |
372 |
synthetic-dictation-controls |
345 |
audio-frontend-synthetic-noise |
236 |
openslr-104-mucs-hi-en-test |
157 |
google-fleurs-test |
90 |
fleurs-en_us-dev |
64 |
fleurs-hi_in-dev |
64 |
ami-es2004a |
57 |
- FLEURS:
google/fleurs(CC BY 4.0), Conneau et al., 2022. - AMI Meeting Corpus: CC BY 4.0.
- MS-SNSD noise: Microsoft, MIT licence.
- Svarah: AI4Bharat.
- MUCS 2021: OpenSLR 104.
synthetic-dictation-controls: Vesper's own scripted sentences, spoken by macOS system voices. The audio is not distributed; the reference text is Vesper's.audio-frontend-synthetic-noise: generated by Vesper.
Models
| Speech model | Rows |
|---|---|
CohereLabs/cohere-transcribe-03-2026 |
2,931 |
openai/whisper-small |
2,627 |
nvidia/parakeet-tdt-0.6b-v3 |
2,519 |
nvidia/nemotron-3.5-asr-streaming-0.6b |
2,407 |
openai/whisper-large-v3-turbo |
2,132 |
Qwen/Qwen3-ASR-0.6B |
1,914 |
moondream/parakeet-redux |
800 |
LiquidAI/LFM2.5-Audio-1.5B |
572 |
ibm-granite/granite-speech-5.0-470m-turboctc |
400 |
FermionResearch/Phonon-2 |
100 |
moonshine-ai/moonshine-base |
100 |
csukuangfj/sherpa-onnx-nemo-fast-conformer-transducer-en-de-es-fr-14288 |
28 |
csukuangfj/sherpa-onnx-nemo-parakeet-tdt-0.6b-v2-int8 |
28 |
csukuangfj2/sherpa-onnx-nemo-parakeet-unified-en-0.6b-int8-non-streaming |
28 |
kyutai/stt-1b-en_fr-candle |
16 |
Transcripts are outputs of these models, each under its own licence:
- Apache-2.0: Cohere Transcribe, Whisper Small, Qwen3-ASR, Granite Speech 5 and Qwen3.5 (writer).
- MIT: Whisper Large v3 Turbo and Moonshine Base.
- CC BY 4.0: Parakeet TDT v3, Parakeet Redux, Phonon-2 and Kyutai STT.
- NVIDIA OpenMDW 1.1: Nemotron 3.5 ASR.
- LFM 1.0: LFM2.5-Audio.
Languages: en-US (11,235), fr-FR (1,400), de-DE (1,150), es-419 (1,000), en-IN (828), hi-IN (688), hi (121), en-GB (54), hi+en (52), fr (40), en (34).
Fields (data/transcripts.jsonl)
Identifiers and source
report_id: links todata/reports.jsonl, the run's environment and model metadata.run_date,benchmark.sample_id,source_id,source_dataset,source_licence.
Clip and run conditions
language,configured_language,scenario,replay_kind(natural, noise or synthetic conditions),mode(offlineor streaming),audio_seconds.
What ran
asr_model,asr_runtime,asr_runtime_revision,backend,precision,application_revision.rewriter_model: set whencleaned_textis present.
Text
reference_normalized,hypothesis_raw,hypothesis_raw_normalized,cleaned_text.- The normalization is
vesper-eval's: lowercase, punctuation removed.
Scores and timing
raw_score,cleaned_score: word and grapheme error rates with edit counts.asr_ms,cleanup_ms,real_time_factor,first_partial_ms,stop_to_final_ms,error.
Caveats
- Historical, not a balanced benchmark: the runs span many dated experiments, application revisions, quantizations
and configurations, and include repeats. Filter by
report_id,run_date, model andprecisionfor like-for-like comparisons. - Skew: about two thirds of the rows are English FLEURS read speech.
- Hardware: timings come from Apple silicon Macs (
reports.jsonl) and are not comparable across reports. - Further reading: Vesper's validation records in the repository explain individual experiments.
Licence: CC BY 4.0 for this compilation, Vesper's text and the FLEURS-derived references. Please attribute the source datasets and models above.
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