摘要
请提供需要翻译的英文内容。
代码仓库
Dahee96/Seq2seq-
pytorch
GitHub 中提及
mravanelli/pytorch-kaldi
官方
pytorch
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wponghiran/imp-snns-for-sl
pytorch
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walterheymans/pytorch-kaldi-gan
pytorch
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ayyucedemirbas/gcommands_12_classes
pytorch
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xpz123/pytorch-kaldi
pytorch
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Baileyswu/pytorch-hmm-vae
pytorch
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amikey/pytorch-kaldi
pytorch
GitHub 中提及
PeiyanFlying/https-github.com-PeiyanFlying-pytorch-kaldi
pytorch
GitHub 中提及
yrhvivian/pytorch-kaldi
pytorch
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NOEPG/pytorch-kaldi
pytorch
GitHub 中提及
基准测试
| 基准 | 方法 | 指标 |
|---|---|---|
| distant-speech-recognition-on-dirha-english | Li-GRU | Word Error Rate (WER): 23.9 |
| noisy-speech-recognition-on-chime-real | Li-GRU | Percentage error: 14.6 |
| speech-recognition-on-librispeech-test-clean | Li-GRU | Word Error Rate (WER): 6.2 |
| speech-recognition-on-timit | Li-GRU | Percentage error: 16.3 |
| speech-recognition-on-timit | LSTM + Dropout + BatchNorm + Monophone Reg | Percentage error: 14.5 |
| speech-recognition-on-timit | LiGRU + Dropout + BatchNorm + Monophone Reg | Percentage error: 14.2 |
| speech-recognition-on-timit | LSTM | Percentage error: 16.0 |
| speech-recognition-on-timit | GRU + Dropout + BatchNorm + Monophone Reg | Percentage error: 14.9 |
| speech-recognition-on-timit | RNN + Dropout + BatchNorm + Monophone Reg | Percentage error: 15.9 |
| speech-recognition-on-timit | GRU | Percentage error: 16.6 |
| speech-recognition-on-timit | RNN | Percentage error: 16.5 |