Beat Tracking
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Benchmarks
ASAP
Ballroom
Beatles
Candombe
Filosax
GTZAN
Groove
GuitarSet
HJDB
Hainsworth
Harmonix
JAAH
SIMAC
SMC
TapCorrect
Most implemented
Exploring GPT's Ability as a Judge in Music Understanding
Beat this! Accurate beat tracking without DBN postprocessing
Local Periodicity-Based Beat Tracking for Expressive Classical Piano Music
MusicLDM: Enhancing Novelty in Text-to-Music Generation Using Beat-Synchronous Mixup Strategies
Zero-note samba: Self-supervised beat tracking
An Analysis Method for Metric-Level Switching in Beat Tracking
Papers
MulTTiPop: A Multitrack Transcription Dataset for Pop Music
We present MulTTiPop, a dataset of pop music segments and their associated multitrack MIDI recordings for the evaluation of automatic music transcription models. MulTTiPop contains 572 segments of popular music totaling …
Music TranscriptionBeat TrackingPHALAR: Phasors for Learned Musical Audio Representations
Stem retrieval, the task of matching missing stems to a given audio submix, is a key challenge currently limited by models that discard temporal information. We introduce PHALAR, a contrastive framework achieving a relat…
Beat TrackingJoint Estimation of Piano Dynamics and Metrical Structure with a Multi-task Multi-Scale Network
Estimating piano dynamic from audio recordings is a fundamental challenge in computational music analysis. In this paper, we propose an efficient multi-task network that jointly predicts dynamic levels, change points, be…
Beat TrackingMotionBeat: Motion-Aligned Music Representation via Embodied Contrastive Learning and Bar-Equivariant Contact-Aware Encoding
Music is both an auditory and an embodied phenomenon, closely linked to human motion and naturally expressed through dance. However, most existing audio representations neglect this embodied dimension, limiting their abi…
Representation LearningContrastive LearningEmotion RecognitionBeat TrackingTowards Human-in-the-Loop Onset Detection: A Transfer Learning Approach for Maracatu
We explore transfer learning strategies for musical onset detection in the Afro-Brazilian Maracatu tradition, which features complex rhythmic patterns that challenge conventional models. We adapt two Temporal Convolution…
Information RetrievalTransfer LearningBeat TrackingCMI-Bench: A Comprehensive Benchmark for Evaluating Music Instruction Following
Recent advances in audio-text large language models (LLMs) have opened new possibilities for music understanding and generation. However, existing benchmarks are limited in scope, often relying on simplified tasks or mul…
Beat TrackingGenre classificationInformation RetrievalInstruction Following+5