ASR
The Next-gen Kaldi not only provides solutions for training speech recognition models and deployment, but also releases a large number of pre-trained models and corresponding demo programs.
Huggingface space¶
The most direct and convenient way to experience the Next-gen Kaldi is to visit our provided Huggingface space with a browser, which currently supports the experience of dozens of models in languages such as Chinese, English, Chinese-English, Chinese-English-Cantonese, Cantonese, Tibetan, Arabic, German, French, and Russian.
Webassembly¶
The Next-gen Kaldi also offers webassembly support, which allows you run the models totally in the browser and no server is needed. Here are several pre-compiled models in the following table. If you want to package your own models using webassembly, plsease refer to sherpa-onnx docs and sherpa-ncnn docs
Language | Encoder | Inference Engine | Address | Model link |
---|---|---|---|---|
English | zipformer | onnxruntime | huggingface | Docs for the model |
Chinese & English | zipformer | onnxruntime | huggingface | Docs for the model |
Chinese & English | paraformer | onnxruntime | huggingface | Docs for the model |
Chinese & English & Cantonese | paraformer | onnxruntime | huggingface | Docs for the model |
English | zipformer | ncnn | huggingface | Docs for the model |
Chinese & English | zipformer | ncnn | huggingface | Docs for the model |
Subtitle extraction¶
The subtitle extraction is a small tool we made based on speech recognition. Users can upload a video to generate the corresponding subtitle file. Huggingface space (support Chinese, English, Chinese-English, and Russian) address .
Videos¶
Note: All videos are in Chinese!
In order to make it easier for you to see the demo quickly, we have also made a lot of videos, see Bilibili for details.
apk & exe¶
We also offer a number of compiled android APK and Windows executables.
Language | Engine | Platform | Download link |
---|---|---|---|
Chinese | onnxruntime | Android | Link |
English | onnxruntime | Android | Link |
English & Chinese | onnxruntime | Android | Link |
English & Chinese | ncnn | Android | Link |
All language(download models by yourself) | onnxruntime | Windows | Link |
All language(download models by yourself) | ncnn | Windows | Link |