hkveeranki / speech-emotion-recognitionView external linksLinks
Speaker independent emotion recognition
☆330Jun 26, 2024Updated last year
Alternatives and similar repositories for speech-emotion-recognition
Users that are interested in speech-emotion-recognition are comparing it to the libraries listed below
Sorting:
- speech emotion recognition using a convolutional recurrent networks based on IEMOCAP☆406Jul 8, 2019Updated 6 years ago
- Bidirectional LSTM network for speech emotion recognition.☆267Mar 31, 2019Updated 6 years ago
- Building and training Speech Emotion Recognizer that predicts human emotions using Python, Sci-kit learn and Keras☆669Nov 3, 2023Updated 2 years ago
- Detecting emotions using MFCC features of human speech using Deep Learning☆133Dec 2, 2020Updated 5 years ago
- Speech emotion recognition implemented in Keras (LSTM, CNN, SVM, MLP) | 语音情感识别☆1,276Mar 25, 2023Updated 2 years ago
- TensorFlow implementation of "Multimodal Speech Emotion Recognition using Audio and Text," IEEE SLT-18☆298Jun 17, 2024Updated last year
- The neural network model is capable of detecting five different male/female emotions from audio speeches. (Deep Learning, NLP, Python)☆1,398Feb 7, 2023Updated 3 years ago
- Speech Emotion Recognition Using Deep Convolutional Neural Network and Discriminant Temporal Pyramid Matching☆51Jun 11, 2018Updated 7 years ago
- Inspired work by the project of SER using ELM at Microsoft Research☆19Jul 4, 2018Updated 7 years ago
- Lightweight and Interpretable ML Model for Speech Emotion Recognition and Ambiguity Resolution (trained on IEMOCAP dataset)☆442Dec 21, 2023Updated 2 years ago
- A machine learning application for emotion recognition from speech☆136Feb 6, 2018Updated 8 years ago
- Implementation of the paper "Improved End-to-End Speech Emotion Recognition Using Self Attention Mechanism and Multitask Learning" From I…☆57Dec 20, 2020Updated 5 years ago
- Speech Emotion Recognition from raw speech signals using 1D CNN-LSTM☆109Jun 3, 2021Updated 4 years ago
- Understanding emotions from audio files using neural networks and multiple datasets.☆428Jul 1, 2023Updated 2 years ago
- Live demo for speech emotion recognition using Keras and Tensorflow models☆39Aug 2, 2024Updated last year
- 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
- In this project, the performance of speech emotion recognition is compared between two methods (SVM vs Bi-LSTM RNN).Conventional classifi…☆28Jan 2, 2024Updated 2 years ago
- Predicting various emotion in human speech signal by detecting different speech components affected by human emotion.☆47Aug 2, 2024Updated last year
- Multi-modal Emotion detection from IEMOCAP on Speech, Text, Motion-Capture Data using Neural Nets.☆171Dec 13, 2020Updated 5 years ago
- Speech Emotion Recognition☆28Jun 19, 2020Updated 5 years ago
- This repository contains PyTorch implementation of 4 different models for classification of emotions of the speech.☆211Nov 10, 2022Updated 3 years ago
- Build your own Real-time Speech Emotion Recognizer☆117Feb 1, 2019Updated 7 years ago
- [ICASSP19] An Interaction-aware Attention Network for Speech Emotion Recognition in Spoken Dialogs☆35May 17, 2020Updated 5 years ago
- Speech Emotion Recognition using FFT and SVM☆79Feb 21, 2017Updated 8 years ago
- This is the official code for paper "Speech Emotion Recognition with Global-Aware Fusion on Multi-scale Feature Representation" published…☆50Apr 11, 2022Updated 3 years ago
- Multi-modal Speech Emotion Recogniton on IEMOCAP dataset☆95Jul 6, 2023Updated 2 years ago
- A collection of datasets for the purpose of emotion recognition/detection in speech.☆399Sep 30, 2024Updated last year
- Speech Emotion Recognition (SER) in real-time, using Deep Neural Networks (DNN) of Long Short Memory Term (LSTM).☆116Mar 6, 2022Updated 3 years ago
- A real time Multimodal Emotion Recognition web app for text, sound and video inputs☆1,067Apr 29, 2021Updated 4 years ago
- 1st Place Public Leaderboard Solution for ERC2019☆70Jan 13, 2020Updated 6 years ago
- TensorFlow implementation of "Attentive Modality Hopping for Speech Emotion Recognition," ICASSP-20☆33Aug 10, 2020Updated 5 years ago
- Identify the emotion of multiple speakers in an Audio Segment☆179Feb 12, 2023Updated 3 years ago
- A multimodal approach on emotion recognition using audio and text.☆188Jun 15, 2020Updated 5 years ago
- [ICASSP 2020] Speech Emotion Recognition with Dual-Sequence LSTM Architecture☆12Jan 17, 2025Updated last year
- Using Convolutional Neural Networks in speech emotion recognition on the RAVDESS Audio Dataset.☆144Apr 12, 2021Updated 4 years ago
- ☆90Nov 21, 2022Updated 3 years ago
- Official implementation of INTERSPEECH 2021 paper 'Emotion Recognition from Speech Using Wav2vec 2.0 Embeddings'☆140Jan 6, 2025Updated last year
- This repo contains implementation of different architectures for emotion recognition in conversations.☆1,497Mar 10, 2024Updated last year
- 这个项目将 RAVDESS 数据集切割成 1s 短语音,利用 openSMILE+CNN 进行训练,目标是将短语音分类到四种情感中,分别是:开心(happy)、悲伤(sad)、生气(angry)和中性(neutral)。最后准确率达到 76% 左右。☆64Jun 16, 2021Updated 4 years ago