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DataFunSummit
DataFunSummit
Jul 18, 2024 · Artificial Intelligence

Tencent Music Tianqin Lab’s Practice and Applications of Audio Representation Large Models

This article reviews Tencent Music Tianqin Lab’s research on audio representation large models, covering background, the evolution of audio features, self‑supervised methods such as SimCLR, BYOL, MAE, MLM, benchmark results, multimodal extensions, and real‑world applications like song authenticity detection and search ranking.

Tencent Musicaudio representationlarge models
0 likes · 20 min read
Tencent Music Tianqin Lab’s Practice and Applications of Audio Representation Large Models
Tencent Music Tech Team
Tencent Music Tech Team
May 22, 2020 · Artificial Intelligence

Beat Detection: Concepts, Algorithms, and Applications

The article explains musical beat detection fundamentals, detailing traditional onset‑strength and dynamic‑programming algorithms (as in librosa), compares time‑domain and spectral methods, showcases deep‑learning advances, and describes practical applications such as audio visualisation, rhythm games, and QQ Music’s Super‑DJ automatic remix pipeline.

Audio AnalysisDeep Learningbeat detection
0 likes · 8 min read
Beat Detection: Concepts, Algorithms, and Applications