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added VADNET pretrained model
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README.md

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@@ -18,7 +18,7 @@ Discover pretrained models for deep learning in MATLAB.
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* [Transformers](#transformers)
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### Audio
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* [Audio Embeddings](#Audio)
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* [Audio Embeddings](#AudioEmbeddings)
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* [Sound Classification](#SoundClassification)
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* [Pitch Estimation](#PitchEstimation)
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* [Speech to Text](#Speech2Text)
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[Back to top](#Models)
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## Audio <a name="Audio"/>
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## Audio <a name="AudioEmbeddings"/>
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Audio Embedding pretrained models have already learned to extract powerful and informative features from audio signals. Use them as a starting point to learn a new task using transfer learning.
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| Network | Application | Size (MB) | Output Classes | Location | Output Example |
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| ------------- | ------------- | ------------- |------------- |------------- |------------- |
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| <a name="SoundClassification"/>[vadnet](https://www.mathworks.com/help/audio/ref/vadnet.html) | Voice Activity Detection (regression) | 0.427 | - |[Doc](https://www.mathworks.com/help/audio/ref/vadnet.html) |<img src="Images/vadnet.png" width=150>|
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| <a name="SoundClassification"/>[YAMNet](https://www.mathworks.com/help/audio/ref/yamnet.html) | Sound Classification | 13.5 | 521 |[Doc](https://www.mathworks.com/help/audio/ref/yamnet.html) |<img src="Images/audio_classification.png" width=150>|
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| <a name="PitchEstimation"/>[CREPE](https://www.mathworks.com/help/audio/ref/crepe.html) | Pitch Estimation (Regression) | 132| - |[Doc](https://www.mathworks.com/help/audio/ref/crepe.html) |<img src="Images/pitch_estimation.png" width=150>|
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