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lighting-asr-en
GCFzz/lighting-asr-en
lighting-asr-en is a machine learning model from GCFzz. Use it for the machine learning task on the model card, and read the license before you ship it in a product. The card lists the license as cc-by-nc-sa-4.0.
参考https:https://github.com/gaochangfeng/lighting-asr.git
Access
Public
Updated May 16, 2023
Repo size
364 MB
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0
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Repo makeup
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.ckpt364 MB · 100%
At a glance
- License
- cc-by-nc-sa-4.0
- Access
- Public
- Created
- May 14, 2023
- Updated
- May 16, 2023
- SHA
- 9ef3b997
Model card
From the Hugging Face model README
Lighting ASR英文语音识别模型
环境依赖
- Python3.7+
- PyTorch 1.8.1+
- torchaudio
- soundfile
- librosa
安装lighting-asr
下载源代码并添加到python路径
export PYTHONPATH=/path/to/lasrfolder/:$PYTHONPATH
源文件安装
git clone https://github.com/gaochangfeng/lighting-asr.git
cd lighting-asr
python setup.py install
PIP 安装
pip install git+https://github.com/gaochangfeng/lighting-asr.git
使用
from lasr.process.asrprocess import ASRProcess
train_config="hparams.yaml"
decode_config="decode.yaml"
model_path="model.ckpt"
asrpipeline = ASRProcess(
train_config=train_config,
decode_config=decode_config,
model_path=model_path
)
token, text = asrpipeline("test.wav")
print(token)
print(text)
模型训练
- License
- cc-by-nc-sa-4.0
- Created
- May 14, 2023
- Updated
- May 16, 2023