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- some AudioTransform classes produce audio signals out of range [-1,+1]
- Resample produced 1.0079
- The range [-10,+10] was chosen to still be able to reliably
distinguish from the [-32k,+32k] signal...
- this is related to : https://github.com/lhotse-speech/lhotse/issues/1254
GigaSpeech
GigaSpeech, an evolving, multi-domain English speech recognition corpus with 10,000 hours of high quality labeled audio, collected from audiobooks, podcasts and YouTube, covering both read and spontaneous speaking styles, and a variety of topics, such as arts, science, sports, etc. More details can be found: https://github.com/SpeechColab/GigaSpeech
Download
Apply for the download credentials and download the dataset by following https://github.com/SpeechColab/GigaSpeech#download. Then create a symlink
ln -sfv /path/to/GigaSpeech download/GigaSpeech
Performance Record
| Dev | Test | |
|---|---|---|
zipformer |
10.25 | 10.38 |
conformer_ctc |
10.47 | 10.58 |
pruned_transducer_stateless2 |
10.40 | 10.51 |
See RESULTS for details.