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arXiv research

A locally-built, LLM-digested index of recent arXiv papers in quant finance, geometry/topology, and statistical ML — keyword search served straight from SQLite on this machine.

169,181 papers · 148 categories

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2 results for “multi-track”

MuseGAN: Multi-track Sequential Generative Adversarial Networks for Symbolic Music Generation and Accompanimenteess.AS

Paper proposes GAN models for generating multi-track music.

problem Generating music with multiple tracks and temporal dynamics.

method Generative adversarial networks (GANs) for multi-track music generation.

result Models can generate coherent music of four bars right from scratch.

music generation GANs multi-track temporal dynamics symbolic music

2017-09-19abs ↗pdf ↗

PSEUDo: Interactive Pattern Search in Multivariate Time Series with Locality-Sensitive Hashing and Relevance Feedbackcs.LG

PSEUDo learns patterns in multivariate time series with locality-sensitive hashing and relevance feedback.

problem Efficient pattern detection in large, multi-track sequential data with high variance and lack of ground truth.

method Query-aware locality-sensitive hashing for feature learning, sub-linear training and inference time.

result PSEUDo achieves sub-linear time efficiency for pattern modeling and comparison of 10,000 multivariate time series.

time series multivariate pattern detection locality-sensitive hashing relevance feedback

2021-04-30abs ↗pdf ↗