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Unverified Commit 9799f4e1 authored by Patrick von Platen's avatar Patrick von Platen Committed by GitHub
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...@@ -118,6 +118,7 @@ It has been verified that the script works for the following datasets: ...@@ -118,6 +118,7 @@ It has been verified that the script works for the following datasets:
- [Common Voice](https://huggingface.co/datasets/common_voice) - [Common Voice](https://huggingface.co/datasets/common_voice)
- [Librispeech](https://huggingface.co/datasets/librispeech_asr) - [Librispeech](https://huggingface.co/datasets/librispeech_asr)
- [TIMIT](https://huggingface.co/datasets/timit_asr)
| Dataset | Dataset Config | Pretrained Model | Word error rate on eval | GPU setup | Training time | Fine-tuned Model & Logs | | Dataset | Dataset Config | Pretrained Model | Word error rate on eval | GPU setup | Training time | Fine-tuned Model & Logs |
|-------|------------------------------|-------------|---------------|---------------|----------------------|-------------| |-------|------------------------------|-------------|---------------|---------------|----------------------|-------------|
...@@ -125,3 +126,6 @@ It has been verified that the script works for the following datasets: ...@@ -125,3 +126,6 @@ It has been verified that the script works for the following datasets:
| [Librispeech](https://huggingface.co/datasets/librispeech_asr)| `"clean"` - `"train.100"` | [facebook/hubert-large-ll60k](https://huggingface.co/facebook/hubert-large-ll60k) | 0.088 | 8 GPU V100 | 1h30min | [here](https://huggingface.co/patrickvonplaten/hubert-librispeech-clean-100h-demo-dist) | | [Librispeech](https://huggingface.co/datasets/librispeech_asr)| `"clean"` - `"train.100"` | [facebook/hubert-large-ll60k](https://huggingface.co/facebook/hubert-large-ll60k) | 0.088 | 8 GPU V100 | 1h30min | [here](https://huggingface.co/patrickvonplaten/hubert-librispeech-clean-100h-demo-dist) |
| [Common Voice](https://huggingface.co/datasets/common_voice)| `"tr"` | [facebook/wav2vec2-large-xlsr-53](https://huggingface.co/facebook/wav2vec2-large-xlsr-53) | 0.36 | 8 GPU V100 | 18min | [here](https://huggingface.co/patrickvonplaten/wav2vec2-common_voice-tr-demo-dist) | | [Common Voice](https://huggingface.co/datasets/common_voice)| `"tr"` | [facebook/wav2vec2-large-xlsr-53](https://huggingface.co/facebook/wav2vec2-large-xlsr-53) | 0.36 | 8 GPU V100 | 18min | [here](https://huggingface.co/patrickvonplaten/wav2vec2-common_voice-tr-demo-dist) |
| [Common Voice](https://huggingface.co/datasets/common_voice)| `"tr"` | [facebook/wav2vec2-large-xlsr-53](https://huggingface.co/facebook/wav2vec2-large-xlsr-53) | 0.35 | 1 GPU V100 | 1h20min | [here](https://huggingface.co/patrickvonplaten/wav2vec2-common_voice-tr-demo) | | [Common Voice](https://huggingface.co/datasets/common_voice)| `"tr"` | [facebook/wav2vec2-large-xlsr-53](https://huggingface.co/facebook/wav2vec2-large-xlsr-53) | 0.35 | 1 GPU V100 | 1h20min | [here](https://huggingface.co/patrickvonplaten/wav2vec2-common_voice-tr-demo) |
| [TIMIT](https://huggingface.co/datasets/timit_asr)| - | [wav2vec2-base](https://huggingface.co/facebook/wav2vec2-base) | 0.21 | 1 GPU TITAN RTX | 32min | [here](https://huggingface.co/patrickvonplaten/wav2vec2-base-timit-fine-tuned) |
| [TIMIT](https://huggingface.co/datasets/timit_asr)| - | [unispeech-large-1500h-cv](https://huggingface.co/microsoft/unispeech-large-1500h-cv) | 0.22 | 1 GPU TITAN RTX | 35min | [here](https://huggingface.co/patrickvonplaten/unispeech-large-1500h-cv-timit) |
| [TIMIT](https://huggingface.co/datasets/timit_asr)| - | [unispeech-sat-base](https://huggingface.co/microsoft/unispeech-sat-base) | 0.41 | 1 GPU TITAN RTX | 32min | [here](https://huggingface.co/patrickvonplaten/unispeech-sat-base-timit-ft) |
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