audio-source-separation

There are 9 repositories under audio-source-separation topic.

RetroCirce / Zero_Shot_Audio_Source_Separation
The official code repo for "Zero-shot Audio Source Separation through Query-based Learning from Weakly-labeled Data", in AAAI 2022
audio-source-separation music-information-retrieval zero-shot-learning transformer-models query-based-learning python
Language:Python 209
tky823 / ssspy
A Python toolkit for sound source separation.
blind-source-separation python audio-source-separation numpy sound-source-separation iva mnmf ilrma ipsdta
Language:Python 161
MISST
Frikallo / MISST
A local GUI music source separation tool built on Tkinter and demucs serving as a free and open source Stem Player
audio gui modern music music-player python source stemplayer tkinter-gui windows demucs tkinter audio-source-separation audio-player mp3
Language:Python 156
f90 / AdversarialAudioSeparation
Code accompanying the paper "Semi-supervised adversarial audio source separation applied to singing voice extraction"
deep-learning audio-source-separation adversarial-networks semi-supervised-learning mit-license paper audio
Language:Python 84
crlandsc / torch-log-wmse
logWMSE, an audio quality metric & loss function with support for digital silence target. Useful for training and evaluating audio source separation systems.
bss mss music ai audio audio-denoising audio-quality audio-quality-assessment audio-separation audio-source-separation deep-learning loss-functions machine-learning music-source-separation python sound-processing sound-separation sound-source-separation speech-denoising torch
Language:Python 44
NotVinay / karaokey
Karaokey is a vocal remover that automatically separates the vocals and instruments. A deep learning model based on LSTMs has been trained to tackle the source separation. The model learns the particularities of music signals through its temporal structure.
audio-source-separation source-separation karaoke karaoke-maker machine-learning lstm recurrent-neural-networks music-separation audio-processing pytorch-rnn pytroch lstms pytorch-lstm flask
Language:Python 41
zafarrafii / REPET-Matlab
REPeating Pattern Extraction Technique (REPET) in Matlab for audio source separation: original REPET, REPET extended, adaptive REPET, REPET-SIM, REPET-SIM online
repet repet-sim matlab similarity-matrix blind-source-separation repeating-patterns lead-accompaniment-separation music-voice-separation singing-voice-separation beat-spectrum beat-spectrogram foreground-background-separation median-filter audio-source-separation
Language:Jupyter Notebook 38
zafarrafii / REPET-Python
REPeating Pattern Extraction Technique (REPET) in Python for audio source separation: original REPET, REPET extended, adaptive REPET, REPET-SIM, online REPET-SIM
repet repeating-patterns repet-sim similarity-matrix beat-spectrum beat-spectrogram python autocorrelation median-filter music-voice-separation foreground-background-separation singing-voice-separation lead-accompaniment-separation blind-source-separation audio-source-separation
Language:Jupyter Notebook 33
yiitozer / pc-separation
Piano Concerto Source Separation Pipeline
audio-source-separation piano-concerto orchestra piano
Language:Python 14
mbrotos / SoundSeg
Spectral Mapping of Singing Voices: U-Net-Assisted Vocal Segmentation
audio-source-separation computer-vision deep-learning latex tensorflow u-net
Language:Jupyter Notebook 12
ZahraBenslimane / SoundSourceSeparation_usingNMF
Audio Source Separation using the Non Negative Matrix Multiplication
audio-processing audio-source-separation nmf-matrix-factorization python
Language:Jupyter Notebook 8
zafarrafii / uREPET-Matlab
Matlab GUI for uREPET, a simple user interface system for recovering patterns repeating in time and frequency in mixtures of sounds.
repet audio matlab-gui repeating-patterns constant-q-transform blind-source-separation normalized-cross-correlation audio-player denoising user-interface cqt audio-source-separation music-voice-separation sound music time-frequency-masking foreground-background-separation lead-accompaniment-separation cross-correlation audio-signal-processing
Language:MATLAB 5
Jonathanjordan21 / Audio-Source-Separation
Testing The Efficiency of WaveUNet as an Audio Source Separation model
audio-processing audio-source-separation deep-learning machine-learning pytorch
Language:Python 3
Yossarian0916 / audio_source_separator
Neural network model for audio source separation task
tensorflow audio-source-separation neural-network python python3
Language:Python 2
zafarrafii / REPET-GUI-Matlab
Matlab GUIs to demo the original REPET and REPET-SIM.
repet matlab-gui blind-source-separation repeating-patterns similarity-matrix repet-sim audio beat-spectrum music audio-player self-similarity audio-source-separation foreground-background-separation lead-accompaniment-separation music-voice-separation singing-voice-separation audio-signal-processing median-filtering autocorrelation time-frequency-masking
Language:MATLAB 2
nava2105 / TrackAI
Prototype AI-driven web application that analyzes and transcribes musical compositions by extracting notes and chords from audio files. The system employs advanced machine learning and audio processing techniques.
audio-source-separation chord-recognition machine-learning midi-converter songbook transcription flask
Language:Python 1
MAvRK7 / Audio-Summarization-of-Speech
This project is about summarising speech recorded in a meeting environment. It can deal with two speakers speaking at the same time, and will use audio separation derived from multiple techniques to separate and summarise the mixed audio. It provided the summary of the meeting in text form as output
audio-processing audio-source-separation audio-transcription convtasnet noise-reduction sep-former summarization
Language:Python 0