Understanding emotions from audio files using neural networks and multiple datasets.
☆433Jul 1, 2023Updated 2 years ago
Alternatives and similar repositories for emotion-classification-from-audio-files
Users that are interested in emotion-classification-from-audio-files are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Lightweight and Interpretable ML Model for Speech Emotion Recognition and Ambiguity Resolution (trained on IEMOCAP dataset)☆451Dec 21, 2023Updated 2 years ago
- The neural network model is capable of detecting five different male/female emotions from audio speeches. (Deep Learning, NLP, Python)☆1,407Feb 7, 2023Updated 3 years ago
- Building and training Speech Emotion Recognizer that predicts human emotions using Python, Sci-kit learn and Keras☆688Nov 3, 2023Updated 2 years ago
- TensorFlow implementation of "Multimodal Speech Emotion Recognition using Audio and Text," IEEE SLT-18☆297Jun 17, 2024Updated 2 years ago
- Speaker independent emotion recognition☆330Jun 26, 2024Updated last year
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Using Convolutional Neural Networks in speech emotion recognition on the RAVDESS Audio Dataset.☆148Apr 12, 2021Updated 5 years ago
- ☆90Nov 21, 2022Updated 3 years ago
- This repository contains PyTorch implementation of 4 different models for classification of emotions of the speech.☆213Nov 10, 2022Updated 3 years ago
- speech emotion recognition using a convolutional recurrent networks based on IEMOCAP☆409Jul 8, 2019Updated 6 years ago
- Understanding emotions with Neural Networks (Python, Scikit-Learn, Keras) and the Ravdess dataset.☆25Dec 27, 2018Updated 7 years ago
- Code for YouTube series: Deep Learning for Audio Classification☆588Feb 6, 2023Updated 3 years ago
- Detecting emotions using MFCC features of human speech using Deep Learning☆132Dec 2, 2020Updated 5 years ago
- A multimodal approach on emotion recognition using audio and text.☆187Jun 15, 2020Updated 6 years ago
- Bidirectional LSTM network for speech emotion recognition.☆266Mar 31, 2019Updated 7 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- A collection of datasets for the purpose of emotion recognition/detection in speech.☆419Sep 30, 2024Updated last year
- Classifying Audio to Emotion☆28Dec 14, 2019Updated 6 years ago
- Speech Emotion Classification with novel Parallel CNN-Transformer model built with PyTorch, plus thorough explanations of CNNs, Transform…☆269Nov 6, 2020Updated 5 years ago
- A real time Multimodal Emotion Recognition web app for text, sound and video inputs☆1,082Apr 29, 2021Updated 5 years ago
- MELD: A Multimodal Multi-Party Dataset for Emotion Recognition in Conversation☆1,058May 17, 2026Updated last month
- Speech Emotion Recognition Using Deep Convolutional Neural Network and Discriminant Temporal Pyramid Matching☆51Jun 11, 2018Updated 8 years ago
- Identify the emotion of multiple speakers in an Audio Segment☆179Feb 12, 2023Updated 3 years ago
- Multi-modal Emotion detection from IEMOCAP on Speech, Text, Motion-Capture Data using Neural Nets.☆174Dec 13, 2020Updated 5 years ago
- Speech emotion recognition implemented in Keras (LSTM, CNN, SVM, MLP) | 语音情感识别☆1,306Mar 25, 2023Updated 3 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- 1,440 audio files (.wav), i.e. speech files, from 24 actors that are categorized into 8 separate emotions.☆15Feb 11, 2019Updated 7 years ago
- Submission to MediaEval 2021 Emotions and Themes in Music challenge. Noisy-student training for music emotion tagging☆11Dec 2, 2021Updated 4 years ago
- feature extraction from speech signals☆395Jun 10, 2026Updated last week
- UrbanSound classification using Convolutional Recurrent Networks in PyTorch☆391Jun 16, 2021Updated 5 years ago
- CNN 1D vs 2D audio classification☆106Mar 22, 2019Updated 7 years ago
- This repo contains implementation of different architectures for emotion recognition in conversations.☆1,519Mar 10, 2024Updated 2 years ago
- This repository contains the code for the paper `End-to-End Multimodal Emotion Recognition using Deep Neural Networks`.☆253Jan 22, 2021Updated 5 years ago
- Voice Emotion Detector that detects emotion from audio speech using one dimensional CNNs (convolutional neural networks) using keras and …☆107Mar 21, 2018Updated 8 years ago
- TensorFlow implementation of "Attentive Modality Hopping for Speech Emotion Recognition," ICASSP-20☆33Aug 10, 2020Updated 5 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Speech Emotion Recognition from raw speech signals using 1D CNN-LSTM☆110Jun 3, 2021Updated 5 years ago
- SERVER: Multi-modal Speech Emotion Recognition using Transformer-based and Vision-based Embeddings☆15Jan 23, 2024Updated 2 years ago
- Pytorch code for "Rethinking CNN Models for Audio Classification"☆129Mar 25, 2021Updated 5 years ago
- This repository contains code to replicate results from the ICASSP 2020 paper "StarGAN for Emotional Speech Conversion: Validated by Data…☆137Oct 24, 2021Updated 4 years ago
- ☆108Aug 24, 2022Updated 3 years ago
- Generating drum loops using the Wave-U-Net conditioned on intuitive parameters.☆24Nov 19, 2020Updated 5 years ago
- Python Audio Analysis Library: Feature Extraction, Classification, Segmentation and Applications☆6,243Aug 4, 2025Updated 10 months ago