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beat-tracking

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mjhydri / BeatNet

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BeatNet is state-of-the-art (Real-Time) and Offline joint music beat, downbeat, tempo, and meter tracking system using CRNN and particle filtering. (ISMIR 2021's paper implementation).

real-time pytorch beat-tracking state-of-the-art joint-model particle-filtering downbeat-tracking beatnet real-time-beat-tracker real-time-downbeat-tracker real-time-tempo dnn-beat-tracking meter-detection crnn-network online-time-signature-detection
  • Updated May 29, 2024
  • Python

mjhydri / Singing-Vocal-Beat-Tracking

Star 27

This repo contains the source code of the first deep learning-base singing voice beat tracking system. It leverages WavLM and DistilHuBERT pre-trained speech models to create vocal embeddings and trains linear multi-head self-attention layers on top of them to extract vocal beat activations. Then, it uses HMM decoder to infer signing beats and t…

music music-information-retrieval beat-tracking self-supervised singing-voice hubert linear-transformer wavlm
  • Updated Sep 4, 2022
  • Python

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