JavaScript library for music/audio analysis and processing powered by Essentia WebAssembly
This repository contains all the work that I regularly did and studied from Medium blogs, several research papers, and other Repos (related/unrelated to the research papers).
Some Jupyter notebooks about audio signal processing with Python
DCASE2020 Challenge Task 2 baseline system
The code for the MaD TwinNet. Demo page:
Python code for handling the Clotho dataset.
a python library for speech enhancement
Zafar's Audio Functions in Python for audio signal analysis: STFT, inverse STFT, mel filterbank, mel spectrogram, MFCC, CQT kernel, CQT spectrogram, CQT chromagram, DCT, DST, MDCT, inverse MDCT.
Audio or speech signal processing guide.
Control mechanisms to the U-Net architecture for doing multiple source separation instruments
A repository for my MSc thesis in Data Science & Machine Learning @ NTUA. A deep learning approach to audio fingerprinting for recognizing songs on real time through the microphone.
Sound event detection with depthwise separable and dilated convolutions.
Zafar's Audio Functions in Matlab for audio signal analysis: STFT, inverse STFT, mel filterbank, mel spectrogram, MFCC, CQT kernel, CQT spectrogram, CQT chromagram, DCT, DST, MDCT, inverse MDCT.
Harmonic/Percussive Sound Separation
Real-time Audio-to-audio Karaoke Generation System for Monaural Music
Audio captioning baseline system for DCASE 2020 challenge.
Classifying English Music (.mp3) files using Music Information Retrieval (MIR), Digital/Audio Signal Processing (DIP) and Machine Learning (ML) Strategies
Supplementary materials to the lecture data driven audio signal processing
Beamforming based binaural speech enhancement as a real time JUCE plugin
Autoencoder-based baseline system for DCASE2021 Challenge Task 2.
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