| | |
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| | | from funasr import AutoModel |
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| | | # paraformer-zh is a multi-functional asr model |
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| | | # use vad, punc, spk or not as you need |
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| | | model = AutoModel(model="paraformer-zh", vad_model="fsmn-vad", punc_model="ct-punc-c", |
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| | | model = AutoModel(model="paraformer-zh", vad_model="fsmn-vad", punc_model="ct-punc", |
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| | | # spk_model="cam++", |
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| | | ) |
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| | | res = model.generate(input=f"{model.model_path}/example/asr_example.wav", |
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| | |
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| | | |
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| | | ### Command-line usage |
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| | | ```shell |
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| | | funasr-export ++model=paraformer ++quantize=false |
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| | | funasr-export ++model=paraformer ++quantize=false ++device=cpu |
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| | | ``` |
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| | | |
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| | | ### python |
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| | | ### Python |
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| | | ```python |
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| | | from funasr import AutoModel |
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| | | |
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| | | model = AutoModel(model="paraformer") |
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| | | model = AutoModel(model="paraformer", device="cpu") |
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| | | |
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| | | res = model.export(quantize=False) |
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| | | ``` |
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| | | |
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| | | ### Text ONNX |
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| | | ```python |
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| | | # pip3 install -U funasr-onnx |
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| | | from funasr_onnx import Paraformer |
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| | | model_dir = "damo/speech_paraformer-large_asr_nat-zh-cn-16k-common-vocab8404-pytorch" |
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| | | model = Paraformer(model_dir, batch_size=1, quantize=True) |
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| | | |
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| | | wav_path = ['~/.cache/modelscope/hub/damo/speech_paraformer-large_asr_nat-zh-cn-16k-common-vocab8404-pytorch/example/asr_example.wav'] |
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| | | |
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| | | result = model(wav_path) |
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| | | print(result) |
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| | | ``` |
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| | | |
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| | | More examples ref to [demo](runtime/python/onnxruntime) |
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| | | |
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| | | ## Deployment Service |
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| | | FunASR supports deploying pre-trained or further fine-tuned models for service. Currently, it supports the following types of service deployment: |
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| | |
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| | | |
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| | | You can also scan the following DingTalk group or WeChat group QR code to join the community group for communication and discussion. |
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| | | |
|---|
| | | |DingTalk group | WeChat group | |
|---|
| | | |:---:|:-----------------------------------------------------:| |
|---|
| | | |<div align="left"><img src="docs/images/dingding.jpg" width="250"/> | <img src="docs/images/wechat.png" width="215"/></div> | |
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| | | | DingTalk group | WeChat group | |
|---|
| | | |:-------------------------------------------------------------------:|:-----------------------------------------------------:| |
|---|
| | | | <div align="left"><img src="docs/images/dingding.png" width="250"/> | <img src="docs/images/wechat.png" width="215"/></div> | |
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| | | |
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| | | ## Contributors |
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| | | |
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