IliaZenkov / sklearn-audio-classificationLinks
An in-depth analysis of audio classification on the RAVDESS dataset. Feature engineering, hyperparameter optimization, model evaluation, and cross-validation with a variety of ML techniques and MLP
☆77Updated 4 years ago
Alternatives and similar repositories for sklearn-audio-classification
Users that are interested in sklearn-audio-classification are comparing it to the libraries listed below
Sorting:
- Multi class audio classification using Deep Learning (MLP, CNN): The objective of this project is to build a multi class classifier to id…☆67Updated 4 years ago
- music genre classification : LSTM vs Transformer☆61Updated 2 years ago
- This repository contains PyTorch implementation of 4 different models for classification of emotions of the speech.☆205Updated 2 years ago
- Simple, straight-forward extraction of acoustic and prosodic features from sound waves based on Praat and Parselmouth.☆26Updated 5 years ago
- Wav2Vec for speech recognition, classification, and audio classification☆267Updated 3 years ago
- Detect emotion from audio signals of IEMOCAP dataset using multi-modal approach. Utilized acoustic features, mel-spectrogram and text as …☆40Updated last year
- ☆138Updated last year
- Official implementation of INTERSPEECH 2021 paper 'Emotion Recognition from Speech Using Wav2vec 2.0 Embeddings'☆136Updated 9 months ago
- Using Convolutional Neural Networks in speech emotion recognition on the RAVDESS Audio Dataset.☆140Updated 4 years ago
- ☆96Updated 2 years ago
- Classification of Urban Sound Audio Dataset using LSTM-based model.☆75Updated 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
- Audio classification via transfer learning☆34Updated 6 years ago
- Audio classification is a popular topic, here I implement several models using TenserFlow and Keras.☆24Updated 5 years ago
- Pytorch implementation of deep audio embedding calculation☆104Updated 2 years ago
- ☆48Updated last year
- Time series course Fall 2019 project☆53Updated 5 years ago
- Final project for the Speaker Recognition course on Udemy, 机器之心, 深蓝学院 and 语音之家☆46Updated last year
- These are praat scripts I use in my research, implemented in parselmouth for python for use in binder☆132Updated 3 years ago
- ☆29Updated 3 years ago
- Estimating the Age, Height, and Gender of a speaker with their speech signal. https://arxiv.org/pdf/2110.13653.pdf☆66Updated 4 years ago
- Implementation of the paper "Improved End-to-End Speech Emotion Recognition Using Self Attention Mechanism and Multitask Learning" From I…☆57Updated 4 years ago
- [RAVDESS] Speech Emotion Recognition with Convolutional Attention based Bi-GRU. (Best test accuracy of 87%)☆31Updated 2 years ago
- WavEncoder is a Python library for encoding audio signals, transforms for audio augmentation, and training audio classification models wi…☆92Updated 4 years ago
- The neural network model is capable of detecting five different male/female emotions from audio speeches. (Deep Learning, NLP, Python)☆37Updated 2 years ago
- Python package for openSMILE☆291Updated 2 months ago
- Human emotions are one of the strongest ways of communication. Even if a person doesn’t understand a language, he or she can very well u…☆25Updated 4 years ago
- Sound Classification using Librosa, ffmpeg, CNN, Keras, XGBOOST, Random Forest.☆73Updated last year
- Data repository of Project Coswara☆194Updated 2 years ago
- Matlab tools for pathological voice analysis☆13Updated 2 years ago