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--- |
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license: apache-2.0 |
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datasets: |
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- mozilla-foundation/common_voice_12_0 |
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language: |
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- fr |
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metrics: |
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- wer |
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pipeline_tag: automatic-speech-recognition |
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--- |
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training on full commonvoice |
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The WERs are: |
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| decoding method | chunk size | test | comment | decoding mode | |
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| -------------------- | ---------- | ------ | -------------------- | -------------------- | |
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| greedy search | 640ms | 10.90 | --epoch 30 --avg 9 | simulated streaming | |
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| modified beam search | 640ms | 10.55 | --epoch 30 --avg 9 | simulated streaming | |
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| fast beam search | 640ms | 10.75 | --epoch 30 --avg 9 | simulated streaming | |
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training on full librispeech then finetune on full commonvoice |
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The WERs are: |
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| decoding method | chunk size | test | comment | decoding mode | |
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| -------------------- | ---------- | ------ | -------------------- | -------------------- | |
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| greedy search | 640ms | 10.57 | --epoch 29 --avg 9 | simulated streaming | |
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| modified beam search | 640ms | 10.19 | --epoch 29 --avg 9 | simulated streaming | |
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| fast beam search | 640ms | 10.25 | --epoch 29 --avg 9 | simulated streaming | |
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training on full librispeech and gigaspeech then finetune on full commonvoice |
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The WERs are: |
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| decoding method | chunk size | test | comment | decoding mode | |
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| -------------------- | ---------- | ------ | -------------------- | -------------------- | |
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| greedy search | 640ms | 9.95 | --epoch 30 --avg 9 | simulated streaming | |
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| modified beam search | 640ms | 9.57 | --epoch 30 --avg 9 | simulated streaming | |
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| fast beam search | 640ms | 9.67 | --epoch 30 --avg 9 | simulated streaming | |
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