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README.md
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@@ -20,19 +20,17 @@ This is an evaluation study to verify that the [Voice Activity Detection (VAD) b
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Long-Form Audio (>1hr/clip) - ~12 hours of earnings call recordings in English with various accents
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### with VAD
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| [tiny.en](https://hf.co/argmaxinc/whisperkit-coreml/tree/main/openai_whisper-tiny.en) | [19.02](https://hf.co/datasets/argmaxinc/whisperkit-evals-staging/tree/main/WhisperKit/openai_whisper-tiny.en/earnings22-12hours) | 0 | 66 | [Link](https://github.com/argmaxinc/WhisperKit/commit/65cb888) |
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| [tiny](https://hf.co/argmaxinc/whisperkit-coreml/tree/main/openai_whisper-tiny) | [21.21](https://hf.co/datasets/argmaxinc/whisperkit-evals-staging/tree/main/WhisperKit/openai_whisper-tiny/earnings22-12hours) | 0 | 66 | [Link](https://github.com/argmaxinc/WhisperKit/commit/65cb888) |
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### without VAD
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|:------------------------------------------------------------------------------------------------------------------------------|:----------------------------------------------------------------------------------------------------------------------------------------------|----------:|-----------------:|:---------------------------------------------------------------|
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| [large-v3_turbo](https://hf.co/argmaxinc/whisperkit-coreml/tree/main/openai_whisper-large-v3_turbo) | [11.95](https://hf.co/datasets/argmaxinc/whisperkit-evals/tree/main/WhisperKit/openai_whisper-large-v3_turbo/earnings22-12hours) | 100 | 3100 | [Link](https://github.com/argmaxinc/WhisperKit/commit/c829f9a) |
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| [large-v2](https://hf.co/argmaxinc/whisperkit-coreml/tree/main/openai_whisper-large-v2) | [13.76](https://hf.co/datasets/argmaxinc/whisperkit-evals/tree/main/WhisperKit/openai_whisper-large-v2/earnings22-12hours) | 15.4 | 3100 | [Link](https://github.com/argmaxinc/WhisperKit/commit/c829f9a) |
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| [large-v2_949MB](https://hf.co/argmaxinc/whisperkit-coreml/tree/main/openai_whisper-large-v2_949MB) | [12.32](https://hf.co/datasets/argmaxinc/whisperkit-evals/tree/main/WhisperKit/openai_whisper-large-v2_949MB/earnings22-12hours) | 30.8 | 949 | [Link](https://github.com/argmaxinc/WhisperKit/commit/c829f9a) |
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| [large-v2_turbo](https://hf.co/argmaxinc/whisperkit-coreml/tree/main/openai_whisper-large-v2_turbo) | [13.06](https://hf.co/datasets/argmaxinc/whisperkit-evals/tree/main/WhisperKit/openai_whisper-large-v2_turbo/earnings22-12hours) | 15.4 | 3100 | [Link](https://github.com/argmaxinc/WhisperKit/commit/c829f9a) |
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| [large-v3](https://hf.co/argmaxinc/whisperkit-coreml/tree/main/openai_whisper-large-v3) | [12.09](https://hf.co/datasets/argmaxinc/whisperkit-evals/tree/main/WhisperKit/openai_whisper-large-v3/earnings22-12hours) | 30.8 | 3100 | [Link](https://github.com/argmaxinc/WhisperKit/commit/c829f9a) |
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| [large-v3_turbo_954MB](https://hf.co/argmaxinc/whisperkit-coreml/tree/main/openai_whisper-large-v3_turbo_954MB) | [20.25](https://hf.co/datasets/argmaxinc/whisperkit-evals/tree/main/WhisperKit/openai_whisper-large-v3_turbo_954MB/earnings22-12hours) | 0 | 954 | [Link](https://github.com/argmaxinc/WhisperKit/commit/c829f9a) |
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| [distil-large-v3](https://hf.co/argmaxinc/whisperkit-coreml/tree/main/distil-whisper_distil-large-v3) | [13.03](https://hf.co/datasets/argmaxinc/whisperkit-evals/tree/main/WhisperKit/distil-whisper_distil-large-v3/earnings22-12hours) | 15.4 | 1510 | [Link](https://github.com/argmaxinc/WhisperKit/commit/c829f9a) |
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| [distil-large-v3_594MB](https://hf.co/argmaxinc/whisperkit-coreml/tree/main/distil-whisper_distil-large-v3_594MB) | [17.33](https://hf.co/datasets/argmaxinc/whisperkit-evals/tree/main/WhisperKit/distil-whisper_distil-large-v3_594MB/earnings22-12hours) | 0 | 594 | [Link](https://github.com/argmaxinc/WhisperKit/commit/c829f9a) |
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| [distil-large-v3_turbo](https://hf.co/argmaxinc/whisperkit-coreml/tree/main/distil-whisper_distil-large-v3_turbo) | [13.19](https://hf.co/datasets/argmaxinc/whisperkit-evals/tree/main/WhisperKit/distil-whisper_distil-large-v3_turbo/earnings22-12hours) | 15.4 | 1510 | [Link](https://github.com/argmaxinc/WhisperKit/commit/c829f9a) |
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| [distil-large-v3_turbo_600MB](https://hf.co/argmaxinc/whisperkit-coreml/tree/main/distil-whisper_distil-large-v3_turbo_600MB) | [16.38](https://hf.co/datasets/argmaxinc/whisperkit-evals/tree/main/WhisperKit/distil-whisper_distil-large-v3_turbo_600MB/earnings22-12hours) | 0 | 600 | [Link](https://github.com/argmaxinc/WhisperKit/commit/c829f9a) |
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| [small.en](https://hf.co/argmaxinc/whisperkit-coreml/tree/main/openai_whisper-small.en) | [15.39](https://hf.co/datasets/argmaxinc/whisperkit-evals/tree/main/WhisperKit/openai_whisper-small.en/earnings22-12hours) | 7.7 | 483 | [Link](https://github.com/argmaxinc/WhisperKit/commit/c829f9a) |
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| [small](https://hf.co/argmaxinc/whisperkit-coreml/tree/main/openai_whisper-small) | [16.27](https://hf.co/datasets/argmaxinc/whisperkit-evals/tree/main/WhisperKit/openai_whisper-small/earnings22-12hours) | 7.7 | 483 | [Link](https://github.com/argmaxinc/WhisperKit/commit/c829f9a) |
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| [base.en](https://hf.co/argmaxinc/whisperkit-coreml/tree/main/openai_whisper-base.en) | [19.62](https://hf.co/datasets/argmaxinc/whisperkit-evals/tree/main/WhisperKit/openai_whisper-base.en/earnings22-12hours) | 0 | 145 | [Link](https://github.com/argmaxinc/WhisperKit/commit/c829f9a) |
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Long-Form Audio (>1hr/clip) - ~12 hours of earnings call recordings in English with various accents
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### with VAD
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| | WER (↓) | QoI (↑) | File Size (MB) | Code Commit |
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|:------------------------------------------------------------------------------------------------------|:----------------------------------------------------------------------------------------------------------------------------------------|----------:|-----------------:|:---------------------------------------------------------------|
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| [large-v3_turbo](https://hf.co/argmaxinc/whisperkit-coreml/tree/main/openai_whisper-large-v3_turbo) | [11.97](https://hf.co/datasets/argmaxinc/whisperkit-0.7.0-evals/tree/main/WhisperKit/openai_whisper-large-v3_turbo/earnings22-12hours) | 100 | 3100 | [Link](https://github.com/argmaxinc/WhisperKit/commit/65cb888) |
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| [large-v2](https://hf.co/argmaxinc/whisperkit-coreml/tree/main/openai_whisper-large-v2) | [12.4](https://hf.co/datasets/argmaxinc/whisperkit-0.7.0-evals/tree/main/WhisperKit/openai_whisper-large-v2/earnings22-12hours) | 38.5 | 3100 | [Link](https://github.com/argmaxinc/WhisperKit/commit/65cb888) |
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| [distil-large-v3](https://hf.co/argmaxinc/whisperkit-coreml/tree/main/distil-whisper_distil-large-v3) | [12.32](https://hf.co/datasets/argmaxinc/whisperkit-0.7.0-evals/tree/main/WhisperKit/distil-whisper_distil-large-v3/earnings22-12hours) | 23.1 | 1510 | [Link](https://github.com/argmaxinc/WhisperKit/commit/65cb888) |
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| [small.en](https://hf.co/argmaxinc/whisperkit-coreml/tree/main/openai_whisper-small.en) | [13.08](https://hf.co/datasets/argmaxinc/whisperkit-0.7.0-evals/tree/main/WhisperKit/openai_whisper-small.en/earnings22-12hours) | 15.4 | 483 | [Link](https://github.com/argmaxinc/WhisperKit/commit/65cb888) |
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| [small](https://hf.co/argmaxinc/whisperkit-coreml/tree/main/openai_whisper-small) | [13.27](https://hf.co/datasets/argmaxinc/whisperkit-0.7.0-evals/tree/main/WhisperKit/openai_whisper-small/earnings22-12hours) | 15.4 | 483 | [Link](https://github.com/argmaxinc/WhisperKit/commit/65cb888) |
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| [base.en](https://hf.co/argmaxinc/whisperkit-coreml/tree/main/openai_whisper-base.en) | [15.34](https://hf.co/datasets/argmaxinc/whisperkit-0.7.0-evals/tree/main/WhisperKit/openai_whisper-base.en/earnings22-12hours) | 7.7 | 145 | [Link](https://github.com/argmaxinc/WhisperKit/commit/65cb888) |
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| [base](https://hf.co/argmaxinc/whisperkit-coreml/tree/main/openai_whisper-base) | [16.62](https://hf.co/datasets/argmaxinc/whisperkit-0.7.0-evals/tree/main/WhisperKit/openai_whisper-base/earnings22-12hours) | 7.7 | 145 | [Link](https://github.com/argmaxinc/WhisperKit/commit/65cb888) |
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| [tiny.en](https://hf.co/argmaxinc/whisperkit-coreml/tree/main/openai_whisper-tiny.en) | [19.02](https://hf.co/datasets/argmaxinc/whisperkit-0.7.0-evals/tree/main/WhisperKit/openai_whisper-tiny.en/earnings22-12hours) | 0 | 66 | [Link](https://github.com/argmaxinc/WhisperKit/commit/65cb888) |
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| [tiny](https://hf.co/argmaxinc/whisperkit-coreml/tree/main/openai_whisper-tiny) | [21.21](https://hf.co/datasets/argmaxinc/whisperkit-0.7.0-evals/tree/main/WhisperKit/openai_whisper-tiny/earnings22-12hours) | 0 | 66 | [Link](https://github.com/argmaxinc/WhisperKit/commit/65cb888) |
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### without VAD
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|:------------------------------------------------------------------------------------------------------------------------------|:----------------------------------------------------------------------------------------------------------------------------------------------|----------:|-----------------:|:---------------------------------------------------------------|
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| [large-v3_turbo](https://hf.co/argmaxinc/whisperkit-coreml/tree/main/openai_whisper-large-v3_turbo) | [11.95](https://hf.co/datasets/argmaxinc/whisperkit-evals/tree/main/WhisperKit/openai_whisper-large-v3_turbo/earnings22-12hours) | 100 | 3100 | [Link](https://github.com/argmaxinc/WhisperKit/commit/c829f9a) |
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| [large-v2](https://hf.co/argmaxinc/whisperkit-coreml/tree/main/openai_whisper-large-v2) | [13.76](https://hf.co/datasets/argmaxinc/whisperkit-evals/tree/main/WhisperKit/openai_whisper-large-v2/earnings22-12hours) | 15.4 | 3100 | [Link](https://github.com/argmaxinc/WhisperKit/commit/c829f9a) |
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| [distil-large-v3](https://hf.co/argmaxinc/whisperkit-coreml/tree/main/distil-whisper_distil-large-v3) | [13.03](https://hf.co/datasets/argmaxinc/whisperkit-evals/tree/main/WhisperKit/distil-whisper_distil-large-v3/earnings22-12hours) | 15.4 | 1510 | [Link](https://github.com/argmaxinc/WhisperKit/commit/c829f9a) |
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| [small.en](https://hf.co/argmaxinc/whisperkit-coreml/tree/main/openai_whisper-small.en) | [15.39](https://hf.co/datasets/argmaxinc/whisperkit-evals/tree/main/WhisperKit/openai_whisper-small.en/earnings22-12hours) | 7.7 | 483 | [Link](https://github.com/argmaxinc/WhisperKit/commit/c829f9a) |
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| [small](https://hf.co/argmaxinc/whisperkit-coreml/tree/main/openai_whisper-small) | [16.27](https://hf.co/datasets/argmaxinc/whisperkit-evals/tree/main/WhisperKit/openai_whisper-small/earnings22-12hours) | 7.7 | 483 | [Link](https://github.com/argmaxinc/WhisperKit/commit/c829f9a) |
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| [base.en](https://hf.co/argmaxinc/whisperkit-coreml/tree/main/openai_whisper-base.en) | [19.62](https://hf.co/datasets/argmaxinc/whisperkit-evals/tree/main/WhisperKit/openai_whisper-base.en/earnings22-12hours) | 0 | 145 | [Link](https://github.com/argmaxinc/WhisperKit/commit/c829f9a) |
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