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Alexander Veysov
2021-02-08 12:30:32 +03:00
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@@ -55,11 +55,15 @@ Also in some cases it is crucial to be able to anonymize large-scale spoken corp
The models are small enough to be included directly into this repository. Newer models will supersede older models directly.
Currently we provide the following functionality:
**Currently we provide the following endpoints:**
| PyTorch | ONNX | VAD | Number Detector | Language Clf | Languages | Colab |
|-------------------|--------------------|---------------------|--------------------|--------------------|------------------------|-------|
| :heavy_check_mark:| :heavy_check_mark: | :heavy_check_mark: | :heavy_check_mark: | :heavy_check_mark: | `ru`, `en`, `de`, `es` | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/snakers4/silero-vad/blob/master/silero-vad.ipynb) |
| Enpoint | Params | Model type | What model does | Supports streaming | Languages | PyTorch | ONNX | Colab |
|--------------------------------|--------|---------------------|-----------------------------------------|--------------------|----------------|---------|------|-------|
| model='silero_vad' | 1.1M | VAD | Detects speech | Yes | `ru`, `en`, `de`, `es` (*) | :heavy_check_mark: | :heavy_check_mark: | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/snakers4/silero-vad/blob/master/silero-vad.ipynb) |
| model='silero_number_detector' | 1.1M | Number Detector | Detects spoken numbers (i.e. thirty five) | No | `ru`, `en`, `de`, `es` | :heavy_check_mark: | :heavy_check_mark: | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/snakers4/silero-vad/blob/master/silero-vad.ipynb) |
| model='silero_lang_detector' | 1.1M | Language Classifier | Classifies utterances between languages | No | `ru`, `en`, `de`, `es` | :heavy_check_mark: | :heavy_check_mark: | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/snakers4/silero-vad/blob/master/silero-vad.ipynb) |
(*) Though explicitly trained on these languages, VAD should work on any Germanic, Romance or Slavic Languages out of the box.
**Version history:**