HS-TasNet 0.0.25

HS TasNet

HS-TasNet (wip)

Implementation of HS-TasNet, "Real-time Low-latency Music Source Separation using Hybrid Spectrogram-TasNet", proposed by the research team at L-Acoustics

Install

$ pip install HS-TasNet

Usage

import torch

from hs_tasnet.hs_tasnet import HSTasNet

model = HSTasNet()

print(model.num_parameters) # 41694553 ~ 41M in paper

small_model = HSTasNet(small = True)

print(small_model.num_parameters) # 19666553 ~ 16M in paper

Sponsors

This open sourced work is sponsored by Sweet Spot

Citations

@misc{venkatesh2024realtimelowlatencymusicsource,
    title    = {Real-time Low-latency Music Source Separation using Hybrid Spectrogram-TasNet}, 
    author   = {Satvik Venkatesh and Arthur Benilov and Philip Coleman and Frederic Roskam},
    year     = {2024},
    eprint   = {2402.17701},
    archivePrefix = {arXiv},
    primaryClass = {eess.AS},
    url      = {https://arxiv.org/abs/2402.17701}, 
}