Added Model
Browse files- README.md +35 -0
- decoder-epoch-30-avg-9-with-averaged-model.int8.onnx +3 -0
- decoder-epoch-30-avg-9-with-averaged-model.onnx +3 -0
- encoder-epoch-30-avg-9-with-averaged-model.int8.onnx +3 -0
- encoder-epoch-30-avg-9-with-averaged-model.onnx +3 -0
- joiner-epoch-30-avg-9-with-averaged-model.int8.onnx +3 -0
- joiner-epoch-30-avg-9-with-averaged-model.onnx +3 -0
- tokens.txt +34 -0
README.md
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---
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license: apache-2.0
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---
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---
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language: id
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license: apache-2.0
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tags:
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- icefall
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- sherpa-onnx
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- phoneme-recognition
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- automatic-speech-recognition
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datasets:
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- mozilla-foundation/common_voice_13_0
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- indonesian-nlp/librivox-indonesia
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- google/fleurs
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# Sherpa-onnx Pruned Stateless Zipformer RNN-T Streaming ID
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Sherpa-onnx Pruned Stateless Zipformer RNN-T Streaming ID is an automatic speech recognition model trained on the following datasets:
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- [Common Voice ID](https://huggingface.co/datasets/mozilla-foundation/common_voice_13_0)
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- [LibriVox Indonesia](https://huggingface.co/datasets/indonesian-nlp/librivox-indonesia)
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- [FLEURS ID](https://huggingface.co/datasets/google/fleurs)
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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](https://huggingface.co/bookbot/pruned-transducer-stateless7-streaming-id/blob/main/data/lang_phone/tokens.txt) contains the different IPA phonemes found in [g2p ID](https://github.com/bookbot-kids/g2p_id).
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This model was converted from the TorchScript version of [Pruned Stateless Zipformer RNN-T Streaming ID](https://huggingface.co/bookbot/pruned-transducer-stateless7-streaming-id) to ONNX format.
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## Converting from TorchScript
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Refer to the [official instructions](https://icefall.readthedocs.io/en/latest/model-export/export-onnx.html#export-the-model-to-onnx) for conversion to ONNX.
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## Frameworks
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- [k2](https://github.com/k2-fsa/k2)
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- [icefall](https://github.com/bookbot-hive/icefall)
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- [lhotse](https://github.com/bookbot-hive/lhotse)
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- [sherpa-onnx](https://github.com/k2-fsa/sherpa-onnx)
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- [onnx](https://github.com/onnx/onnx)
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- [onnxruntime](https://github.com/microsoft/onnxruntime)
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decoder-epoch-30-avg-9-with-averaged-model.int8.onnx
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size 350745
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decoder-epoch-30-avg-9-with-averaged-model.onnx
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encoder-epoch-30-avg-9-with-averaged-model.int8.onnx
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encoder-epoch-30-avg-9-with-averaged-model.onnx
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joiner-epoch-30-avg-9-with-averaged-model.int8.onnx
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joiner-epoch-30-avg-9-with-averaged-model.onnx
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version https://git-lfs.github.com/spec/v1
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size 68175
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tokens.txt
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<eps> 0
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ɡ 1
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o 2
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d 3
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ʃ 4
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v 5
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t 6
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<UNK> 7
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x 8
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r 9
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ʔ 10
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b 11
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s 12
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p 13
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i 14
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dʒ 15
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ə 17
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z 18
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f 19
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n 20
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m 21
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ɲ 22
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tʃ 23
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ŋ 24
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k 25
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j 26
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l 27
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h 28
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w 29
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a 30
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#0 33
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