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sherpa-ncnn-pruned-transducer-stateless7-streaming-id
bookbot/sherpa-ncnn-pruned-transducer-stateless7-streaming-id
sherpa-ncnn-pruned-transducer-stateless7-streaming-id is a automatic speech recognition model from bookbot. Use it when you need speech turned into text. The card lists the license as apache-2.0.
Sherpa-ncnn Pruned Stateless Zipformer RNN-T Streaming ID is an automatic speech recognition model trained on the following datasets:
Access
Public
Updated Aug 14, 2023
Repo size
140 MB
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2
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Repo makeup
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At a glance
- Task
- Automatic Speech Recognition
- License
- apache-2.0
- Access
- Public
- Created
- Jun 23, 2023
- Updated
- Aug 14, 2023
- SHA
- 570436fc
Model card
From the Hugging Face model README
Sherpa-ncnn Pruned Stateless Zipformer RNN-T Streaming ID
Sherpa-ncnn Pruned Stateless Zipformer RNN-T Streaming ID is an automatic speech recognition model trained on the following datasets:
Instead of being trained to predict sequences of words, this model was trained to predict sequence of phonemes, e.g. ['p', 'ə', 'r', 'b', 'u', 'a', 't', 'a', 'n', 'ɲ', 'a']. Therefore, the model's vocabulary contains the different IPA phonemes found in g2p ID.
This model was converted from the TorchScript version of Pruned Stateless Zipformer RNN-T Streaming ID to ncnn format.
Converting from TorchScript
Refer to the official instructions for conversion to ncnn, which includes installation of csukuangfj's ncnn fork.
Frameworks
- Task
- Automatic Speech Recognition
- License
- apache-2.0
- Languages
- id
- Created
- Jun 23, 2023
- Updated
- Aug 14, 2023