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Alexander Veysov
2021-02-08 18:11:36 +03:00
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@@ -57,14 +57,20 @@ The models are small enough to be included directly into this repository. Newer
**Currently we provide the following endpoints:**
| 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) |
| Endpoint | Params | Model type | Streaming | Languages | PyTorch | ONNX | Colab |
|--------------------------------|--------|---------------------|--------------------|----------------|---------|------|-------|
| `model='silero_vad'` | 1.1M | VAD | 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 | 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 | 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.
What models do:
- VAD - detects speech;
- Number Detector - detects spoken numbers (i.e. thirty five);
- Language Classifier - classifies utterances between language;
**Version history:**
| Version | Date | Comment |