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Melody: Speech Enhancement Pipeline
📑 Paper | 🌐 Project Page | 💾 Released Resources | 📦 Repo
This is the resource page of the our resources collection on Huggingface.
Dataset
| Dataset | Link |
|---|---|
| Melody-Speech-En | 🤗 |
Introduction
While having high-quality audio recordings theoretically allows us to generate reliable transcriptions as ground truth, two challenges arise: 1) Obtaining noise-free recordings is impractical in real-world scenarios; 2) Manual transcriptions are expensive and time-consuming. Thus, we adopt a fully model-based approach for synthesizing all the enhanced transcriptions using OpenAI Whisper-large-v3, as it has state-of-the-art performance and robust handling of diverse audio conditions.
*Due to our collaborators' compliance requirements, we only release the Speech-En subset (this page) of full dataset.
License
The license for this dataset is Apache-2.0.
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