IliaZenkov / sklearn-audio-classificationView external linksLinks
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
☆79Nov 5, 2020Updated 5 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:
- Speech Emotion Classification with novel Parallel CNN-Transformer model built with PyTorch, plus thorough explanations of CNNs, Transform…☆264Nov 6, 2020Updated 5 years ago
- Using spectrograms and convolutional neural networks to listen to environment sounds.☆32Jul 23, 2021Updated 4 years ago
- Detect emotion from audio signals of IEMOCAP dataset using multi-modal approach. Utilized acoustic features, mel-spectrogram and text as …☆41Mar 7, 2024Updated last year
- Comparing Audio Features for Unsupervised Sound Classification☆10Jun 22, 2022Updated 3 years ago
- Emotive Speech generation based on DAVID: An open-source platform for real-time emotional speech transformation using pysox☆13Feb 20, 2018Updated 7 years ago
- A new comprehensive and diverse few-shot acoustic classification benchmark.☆65Sep 22, 2024Updated last year
- Efficient Personalized Speech Enhancement through Self-Supervised Learning☆23Mar 12, 2023Updated 2 years ago
- Multi class audio classification using Deep Learning (MLP, CNN): The objective of this project is to build a multi class classifier to id…☆69Jan 8, 2021Updated 5 years ago
- Environmental sound classification using Deep Learning with extracted features☆168Jan 22, 2020Updated 6 years ago
- This repository contains a short introduction on the topic of audio and speech processing -- from basics to applications.☆21Dec 20, 2023Updated 2 years ago
- This paper has been accepted in ACM ICMR 2021.☆20Nov 17, 2025Updated 2 months ago
- Classification of Urban Sound Audio Dataset using LSTM-based model.☆77Oct 11, 2022Updated 3 years ago
- Toolkit to asses speech impairments in patients with neurological disorders☆58May 25, 2018Updated 7 years ago
- ☆26Jan 6, 2023Updated 3 years ago
- 基于Tensorflow实现声音分类，博客地址：☆107May 8, 2020Updated 5 years ago
- Simple, straight-forward extraction of acoustic and prosodic features from sound waves based on Praat and Parselmouth.☆29Oct 10, 2019Updated 6 years ago
- music genre classification : LSTM vs Transformer☆63Mar 25, 2023Updated 2 years ago
- Balanced Error Rate for Speaker Diarization☆33Feb 28, 2023Updated 2 years ago
- Code for YouTube series: Deep Learning for Audio Classification☆582Feb 6, 2023Updated 3 years ago
- Simple python algorithms for segmenting animal (songbird, mice) vocalizations into notes and syllables using Dynamic Thresholding and Con…☆27Apr 12, 2021Updated 4 years ago
- Synthetic Minority Over-sampling Technique, DOI: https://doi.org/10.1613/jair.953☆11May 17, 2023Updated 2 years ago
- Highly precise and universal compass and sensor-based solar tracker control with minimal hardware and full astronomic tracking for Concen…☆10Sep 4, 2022Updated 3 years ago
- Modulated Fusion using Transformer for Linguistic-Acoustic Emotion Recognition☆31Dec 4, 2020Updated 5 years ago
- Rice Crop Yield Estimation Using Satellite Data - EY Open Science Data Challenge 2023☆10Jul 25, 2023Updated 2 years ago
- Sora2 Watermark Remover - AI-powered video watermark removal tool using deep learning. Built with Next.js 15, ComfyUI API & advanced comp…☆24Oct 13, 2025Updated 4 months ago
- R Ultimate 2023 - R for Data Science and Machine Learning, by Packt Publishing☆15Dec 15, 2025Updated last month
- ☆11Aug 11, 2021Updated 4 years ago
- Deep Audio Segmenter☆32Oct 21, 2025Updated 3 months ago
- This is the PyNN code used in the paper titled "Multilayer Spiking Neural Network for audio samples classification using SpiNNaker", whic…☆32Dec 7, 2021Updated 4 years ago
- JAMS annotation files for the original and augmented UrbanSound8K dataset☆35Jan 31, 2018Updated 8 years ago
- SpeechNAS-Better-Trade-off-between-Latency-and-Accuracy-for-Large-Scale-Speaker-Verification☆30Mar 24, 2023Updated 2 years ago
- Pytorch code for "Rethinking CNN Models for Audio Classification"☆129Mar 25, 2021Updated 4 years ago
- Um script completo capaz de poupar vários minutos de configuração pós-formatação - Gratuito e de código aberto.☆11Oct 30, 2025Updated 3 months ago
- Python-based cross-platform tool for mining text data (html, transcript, problems) of edX MOOCs on a user's dashboard. It is an extension…☆10Feb 12, 2020Updated 6 years ago
- Speech Emotion Recognition (SER) in Tensorflow using CNNs and CRNNs Based on Mel Spectrograms and Mel Frequency Cepstral Coefficients (MF…☆12Apr 28, 2025Updated 9 months ago
- [TMM2022] Source codes of CENet☆40Mar 14, 2023Updated 2 years ago
- Containerize and deploy popular fullstacks, microservices, and Big Data workloads using Containerd, Docker, Docker compose, and Docker sw…☆11Jan 29, 2026Updated 2 weeks ago
- G4T0R2 - TEKNOFEST 2024 Türkçe Doğal Dil İşleme - Senaryo Ekibi #Acıkhack2024TDDİ☆10Jan 25, 2025Updated last year
- ODSC 2023 workshop materials on causal graphs using implementations of DoWhy (PyWhy, EconML)☆13Nov 1, 2023Updated 2 years ago