Bidirectional LSTM network for speech emotion recognition.
☆267Mar 31, 2019Updated 6 years ago
Alternatives and similar repositories for Speech_emotion_recognition_BLSTM
Users that are interested in Speech_emotion_recognition_BLSTM are comparing it to the libraries listed below
Sorting:
- speech emotion recognition using a convolutional recurrent networks based on IEMOCAP☆407Jul 8, 2019Updated 6 years ago
- Speaker independent emotion recognition☆330Jun 26, 2024Updated last year
- Detecting emotions using MFCC features of human speech using Deep Learning☆133Dec 2, 2020Updated 5 years ago
- TensorFlow implementation of "Multimodal Speech Emotion Recognition using Audio and Text," IEEE SLT-18☆297Jun 17, 2024Updated last year
- A machine learning application for emotion recognition from speech☆136Feb 6, 2018Updated 8 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
- 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
- Speech emotion recognition implemented in Keras (LSTM, CNN, SVM, MLP) | 语音情感识别☆1,278Mar 25, 2023Updated 2 years ago
- Multi-modal Emotion detection from IEMOCAP on Speech, Text, Motion-Capture Data using Neural Nets.☆171Dec 13, 2020Updated 5 years ago
- CTC for emotion recognition☆61Apr 10, 2017Updated 8 years ago
- Live demo for speech emotion recognition using Keras and Tensorflow models☆39Aug 2, 2024Updated last year
- Lightweight and Interpretable ML Model for Speech Emotion Recognition and Ambiguity Resolution (trained on IEMOCAP dataset)☆444Dec 21, 2023Updated 2 years ago
- Speech Emotion Recognition from raw speech signals using 1D CNN-LSTM☆109Jun 3, 2021Updated 4 years ago
- Building and training Speech Emotion Recognizer that predicts human emotions using Python, Sci-kit learn and Keras☆671Nov 3, 2023Updated 2 years ago
- Multi-modal Speech Emotion Recogniton on IEMOCAP dataset☆95Jul 6, 2023Updated 2 years ago
- This is a project of speech emotion recognition using KERAS based Semi-Generative Adversarial Networks.☆11May 17, 2018Updated 7 years ago
- ☆40Jul 7, 2016Updated 9 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
- 2018年7⽉30⽇-8⽉13⽇持续2周的AI训练营中语⾳情感识别营的项目报告。☆96Sep 10, 2018Updated 7 years ago
- 2018年7⽉30⽇-8⽉13⽇持续2周的好未来AI训练营中语⾳情感识别营的项目报告☆33Dec 28, 2018Updated 7 years ago
- A Pytorch implementation of 'AUTOMATIC SPEECH EMOTION RECOGNITION USING RECURRENT NEURAL NETWORKS WITH LOCAL ATTENTION'☆41Aug 1, 2018Updated 7 years ago
- Classify the emotions from variable-length speech segments☆11Mar 29, 2018Updated 7 years ago
- A set of scripts that extract speech features (so far MFCCs, FBANKs, STFT, and kinda dominant frequency) and trains CNN, LSTM, or CNN+LST…☆54Mar 24, 2023Updated 2 years ago
- Build your own Real-time Speech Emotion Recognizer☆118Feb 1, 2019Updated 7 years ago
- TensorFlow implementation of "Attentive Modality Hopping for Speech Emotion Recognition," ICASSP-20☆33Aug 10, 2020Updated 5 years ago
- How to detect emotions from speech using Bi-directional LSTM networks and attention mechanism in Keras.☆20Mar 15, 2024Updated last year
- The code for our INTERSPEECH 2020 paper - Jointly Fine-Tuning "BERT-like'" Self Supervised Models to Improve Multimodal Speech Emotion R…☆120Feb 26, 2021Updated 5 years ago
- 3-D Convolutional Recurrent Neural Networks With Attention Model for Speech Emotion Recognition.☆45Nov 13, 2020Updated 5 years ago
- This repository contains the code and supplementary result for the paper "Unpaired Speech Enhancement by Acoustic and Adversarial Supervi…☆28Oct 10, 2019Updated 6 years ago
- Speech Emotion Recognition using FFT and SVM☆79Feb 21, 2017Updated 9 years ago
- Repository for my paper: Deep Multilayer Perceptrons for Dimensional Speech Emotion Recognition☆11Oct 24, 2023Updated 2 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
- [ICASSP19] An Interaction-aware Attention Network for Speech Emotion Recognition in Spoken Dialogs☆35May 17, 2020Updated 5 years ago
- Adversarial Auto-encoders for Speech Based Emotion Recogntion☆15Sep 22, 2018Updated 7 years ago
- A collection of datasets for the purpose of emotion recognition/detection in speech.☆402Sep 30, 2024Updated last year
- This repository contains the code for the paper `End-to-End Multimodal Emotion Recognition using Deep Neural Networks`.☆251Jan 22, 2021Updated 5 years ago
- Automatic speech emotion recognition based on transfer learning from spectrograms using ResNET☆27Mar 11, 2022Updated 3 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