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adamnsandle
2021-07-09 12:11:21 +00:00
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18
README.md
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@@ -94,7 +94,7 @@ The models are small enough to be included directly into this repository. Newer
| `'silero_vad_mini_8k'` | 100K | 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) |
| `'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) |
| `'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) |
| `'silero_lang_detector_116'` | 1.7M | Language Classifier | No | [116 languages](https://github.com/snakers4/silero-vad/files/lang_dict_116.json) | :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) |
| `'silero_lang_detector_116'` | 1.7M | Language Classifier | No | [116 languages](https://github.com/snakers4/silero-vad/blob/master/files/lang_dict_116.json) | :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.
@@ -194,7 +194,8 @@ number_timestamps = get_number_ts(wav, model)
pprint(number_timestamps)
```
#### Language Classifier (4 languages)
#### Language Classifier
##### 4 languages
[![Open on Torch Hub](https://img.shields.io/badge/Torch-Hub-red?logo=pytorch&style=for-the-badge)](https://pytorch.org/hub/snakers4_silero-vad_language/)
@@ -217,7 +218,7 @@ language = get_language(wav, model)
pprint(language)
```
#### Language Classifier (116 languages)
##### 116 languages
[![Open on Torch Hub](https://img.shields.io/badge/Torch-Hub-red?logo=pytorch&style=for-the-badge)](https://pytorch.org/hub/snakers4_silero-vad_language/)
@@ -325,7 +326,8 @@ number_timestamps = get_number_ts(wav, model, run_function=validate_onnx)
pprint(number_timestamps)
```
#### Language Classifier (4 languages)
#### Language Classifier
##### 4 languages
```python
import torch
@@ -357,7 +359,7 @@ language = get_language(wav, model, run_function=validate_onnx)
print(language)
```
#### Language Classifier (116 languages)
##### 116 languages
```python
import torch
@@ -531,10 +533,10 @@ Please see [Quality Metrics](#quality-metrics)
- More languages TBD
- Arbitrary audio length can be used, although network was trained using audio shorter than 15 seconds
### How Language Classifier 116
### How Language Classifier 116 Works
- **83%** validation accuracy among 116 languages, **87%** validation accuracy among [77 language groups](https://github.com/snakers4/silero-vad/files/lang_group_dict_116.json)
- Language classifier 116 was trained using audio samples in [116 languages](https://github.com/snakers4/silero-vad/files/lang_dict_116.json)
- **83%** validation accuracy among 116 languages, **87%** validation accuracy among [77 language groups](https://github.com/snakers4/silero-vad/blob/master/files/lang_group_dict_116.json)
- Language classifier 116 was trained using audio samples in [116 languages](https://github.com/snakers4/silero-vad/blob/master/files/lang_dict_116.json)
- Arbitrary audio length can be used, although network was trained using audio shorter than 20 seconds
## Contact

1
hubconf.py
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@@ -6,6 +6,7 @@ from utils_vad import (init_jit_model,
get_speech_ts_adaptive,
get_number_ts,
get_language,
get_language_and_group,
save_audio,
read_audio,
state_generator,