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@@ -103,7 +103,6 @@ Made of 6 subsets:
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  1. **large** contains 25,000 hours of read / spontaneous and clean / noisy transcribed speech.
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  2. **medium** contains 2,500 hours of read / spontaneous and clean / noisy transcribed speech.
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  3. **small** contains 250 hours of read / spontaneous and clean / noisy transcribed speech.
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- 4. **clean** contains 13,000 hours of read and clean / less noisy transcribed speech.
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  5. **dev** contains 15 hours (more details in the next section).
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  6. **test** contains 21 hours (more details in the next section).
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@@ -123,6 +122,11 @@ import torchaudio
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  wav_tensor = torchaudio.load(BytesIO(ds["train"][0]["wav"][bytes]))
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  ```
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  ## Data description (Following information are directly copy-pasted from the SpeechBrain data preparation README)
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  TLS is a mix of 5 existing dataset with permissive licences. The way it is mixed
@@ -133,7 +137,7 @@ is described in the following table:
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  | VoxPopuli | 550/500/50/5/7 | CC0 |
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  | LibriHeavy | 11,000/500/50/0/0 | CC BY 4.0 |
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  | Librispeech (dev-/test-other) | 0/0/0/5/7 | CC BY 4.0 |
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- | yodas | 6,100/500/50/0/0 | CC BY 3.0 |
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  | people's speech | 5,900/500/50/1.5/1.5 | CC-BY 4.0 |
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  | CommonVoice 18.0 | 1660/500/50/5/7 | CC0 |
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  1. **large** contains 25,000 hours of read / spontaneous and clean / noisy transcribed speech.
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  2. **medium** contains 2,500 hours of read / spontaneous and clean / noisy transcribed speech.
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  3. **small** contains 250 hours of read / spontaneous and clean / noisy transcribed speech.
 
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  5. **dev** contains 15 hours (more details in the next section).
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  6. **test** contains 21 hours (more details in the next section).
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  wav_tensor = torchaudio.load(BytesIO(ds["train"][0]["wav"][bytes]))
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  ```
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+ ## Training recipe
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+
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+ A full conformer ASR training recipe is available [here](https://github.com/speechbrain/speechbrain/pull/2806).
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+
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+
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  ## Data description (Following information are directly copy-pasted from the SpeechBrain data preparation README)
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  TLS is a mix of 5 existing dataset with permissive licences. The way it is mixed
 
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  | VoxPopuli | 550/500/50/5/7 | CC0 |
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  | LibriHeavy | 11,000/500/50/0/0 | CC BY 4.0 |
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  | Librispeech (dev-/test-other) | 0/0/0/5/7 | CC BY 4.0 |
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+ | yodas | 6,100/500/50/1.5/1.5 | CC BY 3.0 |
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  | people's speech | 5,900/500/50/1.5/1.5 | CC-BY 4.0 |
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  | CommonVoice 18.0 | 1660/500/50/5/7 | CC0 |
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