bbjornstad / audio-feature-extractionLinks
A repository holding my personal implementations of audio feature extraction for environmental and musical auditory analysis and classification.
☆12Updated 5 years ago
Alternatives and similar repositories for audio-feature-extraction
Users that are interested in audio-feature-extraction are comparing it to the libraries listed below
Sorting:
- ☆26Updated 6 years ago
- music genre classification : LSTM vs Transformer☆61Updated 2 years ago
- Repository hosting code and slides of the Audio Data Augmentation series on The Sound of AI YT channel.☆37Updated 3 years ago
- Library of TensorFlow layers for audio data processing and data augmentation☆20Updated 3 years ago
- REPeating Pattern Extraction Technique (REPET) in Python for audio source separation: original REPET, REPET extended, adaptive REPET, REP…☆33Updated last year
- Augmented Audio Data Generator for 1D-Convolutional Neural Networks☆48Updated 4 years ago
- ♂️♀️ Detect a person's gender from a voice file (90.7% +/- 1.3% accuracy).☆89Updated last year
- Python library for audio augmentation☆84Updated 2 years ago
- A didactic toolkit to rapidly prototype audio classifiers with pre-trained Tensorflow models and Scikit-learn☆144Updated 2 years ago
- CNN 1D vs 2D audio classification☆103Updated 6 years ago
- Extract frequency, power, width and dissonance of formants from wav files☆26Updated 3 years ago
- Train a Deep Learning model to classify audio embeddings on IBM's Deep Learning as a Service (DLaaS) platform - Watson Machine Learning☆102Updated 2 weeks ago
- ☆96Updated 2 years ago
- Machine Learning for Audio Signals in Python☆48Updated 4 years ago
- Audio classification is a popular topic, here I implement several models using TenserFlow and Keras.☆24Updated 5 years ago
- An in-depth analysis of audio classification on the RAVDESS dataset. Feature engineering, hyperparameter optimization, model evaluation, …☆77Updated 4 years ago
- Audio classification via transfer learning☆34Updated 6 years ago
- A deep learning framework for Speech-Music discrimination of continuous audio streams☆68Updated 7 years ago
- PyTorch implementation of the 1D-Triplet-CNN neural network model described in Fusing MFCC and LPC Features using 1D Triplet CNN for Spea…☆31Updated 5 years ago
- EARS: Environmental Audio Recognition System☆119Updated 7 years ago
- Pytorch implementation of deep audio embedding calculation☆104Updated 2 years ago
- Baseline systems for the FSD50K dataset☆70Updated 4 years ago
- BioVoice: a multipurpose tool for voice analysis☆10Updated 4 years ago
- Adaptive and Focusing Neural Layers for Multi-Speaker Separation Problem☆51Updated 7 years ago
- How to run GPU accelerated Signal Processing in TensorFlow☆23Updated 6 years ago
- 🏥 🎤 The largest clinical study in the world to collect voice data labeled with health information (N>6,000 participants, 48 utterances…☆30Updated 6 months ago
- keras project for audio deep learning☆40Updated 7 years ago
- Sound event detection with depthwise separable and dilated convolutions.☆52Updated 5 years ago
- Control mechanisms to the U-Net architecture for doing multiple source separation instruments☆55Updated 5 years ago
- An implementation of Conformer: Convolution-augmented Transformer for Speech Recognition, a Transformer Variant in TensorFlow/Keras☆45Updated 3 years ago