ivishalanand / Speech-Emotion-Recognition-Using-Deep-CNN
The neural network model is capable of detecting five different male/female emotions from audio speeches. (Deep Learning, NLP, Python)
☆37Updated 2 years ago
Alternatives and similar repositories for Speech-Emotion-Recognition-Using-Deep-CNN:
Users that are interested in Speech-Emotion-Recognition-Using-Deep-CNN are comparing it to the libraries listed below
- In this project, the performance of speech emotion recognition is compared between two methods (SVM vs Bi-LSTM RNN).Conventional classifi…☆27Updated last year
- ☆49Updated last year
- Using Convolutional Neural Networks in speech emotion recognition on the RAVDESS Audio Dataset.☆138Updated 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
- Detecting emotions using MFCC features of human speech using Deep Learning☆129Updated 4 years ago
- Time series course Fall 2019 project☆54Updated 4 years ago
- Speech Emotion Recognition (SER) in real-time, using Deep Neural Networks (DNN) of Long Short Memory Term (LSTM).☆110Updated 3 years ago
- ☆90Updated 2 years ago
- Speech Emotion Recognition from raw speech signals using 1D CNN-LSTM☆104Updated 3 years ago
- Repository for my paper: Deep Multilayer Perceptrons for Dimensional Speech Emotion Recognition☆11Updated last year
- Detect emotion from audio signals of IEMOCAP dataset using multi-modal approach. Utilized acoustic features, mel-spectrogram and text as …☆39Updated last year
- Predicting various emotion in human speech signal by detecting different speech components affected by human emotion.☆46Updated 8 months ago
- TensorFlow implementation of "Multimodal Speech Emotion Recognition using Audio and Text," IEEE SLT-18☆278Updated 10 months ago
- Bidirectional LSTM network for speech emotion recognition.☆263Updated 6 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…☆66Updated 4 years ago
- MFCC features + SVM for speech emotion classification☆16Updated 4 years ago
- Automatic speech emotion recognition based on transfer learning from spectrograms using ResNET☆23Updated 3 years ago
- speech emotion recognition using a convolutional recurrent networks based on IEMOCAP☆395Updated 5 years ago
- [ICASSP19] An Interaction-aware Attention Network for Speech Emotion Recognition in Spoken Dialogs☆35Updated 4 years ago
- Speech Emotion Recognition☆40Updated last year
- ☆27Updated 3 years ago
- Speaker independent emotion recognition☆317Updated 9 months ago
- Repository for code and paper submitted for APSIPA 2019, Lanzhou, China☆23Updated 8 months ago
- Official implementation of INTERSPEECH 2021 paper 'Emotion Recognition from Speech Using Wav2vec 2.0 Embeddings'☆131Updated 3 months ago
- Multi-modal Speech Emotion Recogniton on IEMOCAP dataset☆89Updated last year
- 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…☆24Updated 3 years ago
- Emotions recognition from audio signal using OpenSmile, PCA and set of classifiers from Scikit-learn library☆45Updated 2 years ago
- This repository contains PyTorch implementation of 4 different models for classification of emotions of the speech.☆202Updated 2 years ago
- Inspired work by the project of SER using ELM at Microsoft Research☆19Updated 6 years ago
- A multimodal approach on emotion recognition using audio and text.☆174Updated 4 years ago