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# HumAware-VAD: Humming-Aware Voice Activity Detection
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## 📌 Overview
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**HumAware-VAD** is a fine-tuned version of the **Silero-VAD** model, trained to distinguish **humming from actual speech**. Standard Voice Activity Detection (VAD) models, including Silero-VAD, often misclassify humming as speech, leading to inaccurate speech segmentation. HumAware-VAD improves upon this by leveraging a custom dataset (**HumSpeechBlend**) to enhance speech detection accuracy in the presence of humming.
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## 🎯 Purpose
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The primary goal of **HumAware-VAD** is to:
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publisher = {Hugging Face},
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url = {https://huggingface.co/CuriousMonkey7/HumAware-VAD}
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}
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```
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---
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license: mit
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datasets:
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- CuriousMonkey7/HumSpeechBlend
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language:
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- en
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base_model:
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- freddyaboulton/silero-vad
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---
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# HumAware-VAD: Humming-Aware Voice Activity Detection
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## 📌 Overview
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**HumAware-VAD** is a fine-tuned version of the **[Silero-VAD](https://github.com/snakers4/silero-vad/tree/master)** model, trained to distinguish **humming from actual speech**. Standard Voice Activity Detection (VAD) models, including Silero-VAD, often misclassify humming as speech, leading to inaccurate speech segmentation. HumAware-VAD improves upon this by leveraging a custom dataset (**[HumSpeechBlend](https://huggingface.co/datasets/CuriousMonkey7/HumSpeechBlend)**) to enhance speech detection accuracy in the presence of humming.
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## 🎯 Purpose
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The primary goal of **HumAware-VAD** is to:
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publisher = {Hugging Face},
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url = {https://huggingface.co/CuriousMonkey7/HumAware-VAD}
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}
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```
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