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Published on: December 9, 2022
The Hi-Audio online platform for recording and distributing multi-track music datasets.
José M Gil Panal1, Aurélien David1, Gaël Richard1
1LTCI, Télécom Paris, Institut Polytechnique de Paris, Paris, France.
The Hi-Audio platform enables musicians to record, upload, and share music online, fostering collaborative research in Music Information Retrieval (MIR). It features automatic metadata generation and latency estimation for distributed music projects.
Area of Science:
- Music Technology
- Computer Science
- Human-Computer Interaction
Background:
- Music Information Retrieval (MIR) research requires accessible, open-access audio datasets.
- Current tools for collaborative music creation and research lack integrated analysis and latency estimation.
Purpose of the Study:
- Introduce the Hi-Audio platform, an open-source tool for recording, uploading, and sharing multitrack musical compositions.
- Advance Music Information Retrieval (MIR) research through an open-access audio database.
- Provide a robust method for round-trip latency estimation in browser-based audio applications.
Main Methods:
- Developed a web-based platform (hiaudio.fr) for asynchronous collaboration and audio sharing.
- Implemented automatic audio analysis using signal processing and machine learning for metadata generation.
- Integrated a novel browser-based round-trip latency estimation technique.
Main Results:
- The Hi-Audio platform successfully supports recording, uploading, and sharing of multitrack compositions.
- Automatic analysis generates rich metadata for uploaded audio files.
- User evaluation demonstrated high task completion rates and effective usability for musicians with minimal training.
Conclusions:
- The Hi-Audio platform effectively facilitates remote, asynchronous collaboration for musicians and researchers.
- The integrated latency estimation method is applicable to real-world distributed recording scenarios.
- The platform advances open-access audio data collection for Music Information Retrieval (MIR) research.
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