audio-source-separation
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The official code repo for "Zero-shot Audio Source Separation through Query-based Learning from Weakly-labeled Data", in AAAI 2022
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Jul 14, 2022 - Python
A Python toolkit for sound source separation.
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Oct 13, 2024 - Python
A local GUI music source separation tool built on Tkinter and demucs serving as a free and open source Stem Player
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Jun 17, 2024 - Python
Code accompanying the paper "Semi-supervised adversarial audio source separation applied to singing voice extraction"
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Jan 20, 2019 - Python
REPeating Pattern Extraction Technique (REPET) in Matlab for audio source separation: original REPET, REPET extended, adaptive REPET, REPET-SIM, REPET-SIM online
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Feb 16, 2024 - Jupyter Notebook
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.
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Jul 6, 2023 - Python
logWMSE, an audio quality metric & loss function with support for digital silence target. Useful for training and evaluating audio source separation systems.
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Jul 31, 2024 - Python
REPeating Pattern Extraction Technique (REPET) in Python for audio source separation: original REPET, REPET extended, adaptive REPET, REPET-SIM, online REPET-SIM
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Feb 16, 2024 - Jupyter Notebook
Spectral Mapping of Singing Voices: U-Net-Assisted Vocal Segmentation
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Dec 12, 2024 - Jupyter Notebook
Piano Concerto Source Separation Pipeline
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Apr 29, 2024 - Python
Audio Source Separation using the Non Negative Matrix Multiplication
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Apr 17, 2023 - Jupyter Notebook
Matlab GUI for uREPET, a simple user interface system for recovering patterns repeating in time and frequency in mixtures of sounds.
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Feb 16, 2024 - MATLAB
Neural network model for audio source separation task
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May 22, 2023 - Python
Matlab GUIs to demo the original REPET and REPET-SIM.
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Feb 16, 2024 - MATLAB
Testing The Efficiency of WaveUNet as an Audio Source Separation model
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Jul 15, 2023 - Python
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.
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Mar 17, 2025 - Python
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
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Jan 17, 2025
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