Building and training Speech Emotion Recognizer that predicts human emotions using Python, Sci-kit learn and Keras
☆671Nov 3, 2023Updated 2 years ago
Alternatives and similar repositories for emotion-recognition-using-speech
Users that are interested in emotion-recognition-using-speech are comparing it to the libraries listed below
Sorting:
- Speech emotion recognition implemented in Keras (LSTM, CNN, SVM, MLP) | 语音情感识别☆1,278Mar 25, 2023Updated 2 years ago
- Speaker independent emotion recognition☆330Jun 26, 2024Updated last year
- speech emotion recognition using a convolutional recurrent networks based on IEMOCAP☆407Jul 8, 2019Updated 6 years ago
- The neural network model is capable of detecting five different male/female emotions from audio speeches. (Deep Learning, NLP, Python)☆1,401Feb 7, 2023Updated 3 years ago
- Lightweight and Interpretable ML Model for Speech Emotion Recognition and Ambiguity Resolution (trained on IEMOCAP dataset)☆444Dec 21, 2023Updated 2 years ago
- Bidirectional LSTM network for speech emotion recognition.☆267Mar 31, 2019Updated 6 years ago
- Understanding emotions from audio files using neural networks and multiple datasets.☆430Jul 1, 2023Updated 2 years ago
- TensorFlow implementation of "Multimodal Speech Emotion Recognition using Audio and Text," IEEE SLT-18☆297Jun 17, 2024Updated last year
- Detecting emotions using MFCC features of human speech using Deep Learning☆133Dec 2, 2020Updated 5 years ago
- Speech Emotion Recognition (SER) in real-time, using Deep Neural Networks (DNN) of Long Short Memory Term (LSTM).☆116Mar 6, 2022Updated 4 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
- Using Convolutional Neural Networks in speech emotion recognition on the RAVDESS Audio Dataset.☆144Apr 12, 2021Updated 4 years ago
- A real time Multimodal Emotion Recognition web app for text, sound and video inputs☆1,070Apr 29, 2021Updated 4 years ago
- Multi-modal Speech Emotion Recogniton on IEMOCAP dataset☆95Jul 6, 2023Updated 2 years ago
- This repository contains PyTorch implementation of 4 different models for classification of emotions of the speech.☆212Nov 10, 2022Updated 3 years ago
- Speech Emotion Recognition from raw speech signals using 1D CNN-LSTM☆109Jun 3, 2021Updated 4 years ago
- A collection of datasets for the purpose of emotion recognition/detection in speech.☆402Sep 30, 2024Updated last year
- 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☆28Jun 19, 2020Updated 5 years ago
- 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。☆63Jun 16, 2021Updated 4 years ago
- Predicting different market prices using Deep Learning and Recurrent Neural Networks☆40Mar 24, 2023Updated 2 years ago
- Official implementation for the paper Exploring Wav2vec 2.0 fine-tuning for improved speech emotion recognition☆153Oct 26, 2021Updated 4 years ago
- The neural network model is capable of detecting five different male/female emotions from audio speeches. (Deep Learning, NLP, Python)☆38Nov 21, 2022Updated 3 years ago
- Speech Emotion Recognition Using Deep Convolutional Neural Network and Discriminant Temporal Pyramid Matching☆51Jun 11, 2018Updated 7 years ago
- Predicting various emotion in human speech signal by detecting different speech components affected by human emotion.☆47Aug 2, 2024Updated last year
- Speech Emotion Classification with novel Parallel CNN-Transformer model built with PyTorch, plus thorough explanations of CNNs, Transform…☆264Nov 6, 2020Updated 5 years ago
- ☆90Nov 21, 2022Updated 3 years ago
- Repository for code and paper submitted for APSIPA 2019, Lanzhou, China☆21Aug 2, 2024Updated last year
- Repository of code for Speech emotion recognition using voiced speech and attention model, submitted to ICSigSys 2019☆13Jan 6, 2020Updated 6 years ago
- Building a Deep learning model that predicts the gender of a speaker using TensorFlow 2☆129Apr 25, 2023Updated 2 years ago
- Code for Speech Emotion Recognition with Co-Attention based Multi-level Acoustic Information☆164Nov 27, 2023Updated 2 years ago
- MELD: A Multimodal Multi-Party Dataset for Emotion Recognition in Conversation☆1,009Mar 10, 2024Updated last year
- Light-SERNet: A lightweight fully convolutional neural network for speech emotion recognition☆83May 25, 2022Updated 3 years ago
- [RAVDESS] Speech Emotion Recognition with Convolutional Attention based Bi-GRU. (Best test accuracy of 87%)☆33Sep 29, 2023Updated 2 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 2 years ago
- ☆42Oct 13, 2020Updated 5 years ago
- [ICASSP19] An Interaction-aware Attention Network for Speech Emotion Recognition in Spoken Dialogs☆35May 17, 2020Updated 5 years ago
- Wav2Vec for speech recognition, classification, and audio classification☆273Apr 2, 2022Updated 3 years ago