praweshd / speech_emotion_recognitionLinks
In this project, the performance of speech emotion recognition is compared between two methods (SVM vs Bi-LSTM RNN).Conventional classifiers that uses machine learning algorithms has been used for decades in recognizing emotions from speech. However, in recent years, deep learning methods have taken the center stage and have gained popularity fo…
☆27Updated 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:
- Automatic speech emotion recognition based on transfer learning from spectrograms using ResNET☆26Updated 3 years ago
- Detect emotion from audio signals of IEMOCAP dataset using multi-modal approach. Utilized acoustic features, mel-spectrogram and text as …☆40Updated last year
- TensorFlow implementation of "Multimodal Speech Emotion Recognition using Audio and Text," IEEE SLT-18☆294Updated last year
- How to detect emotions from speech using Bi-directional LSTM networks and attention mechanism in Keras.☆20Updated last year
- ☆48Updated last year
- This repository contains PyTorch implementation of 4 different models for classification of emotions of the speech.☆205Updated 2 years ago
- Multi-modal Speech Emotion Recogniton on IEMOCAP dataset☆91Updated 2 years ago
- Speech Emotion Recognition (SER) in real-time, using Deep Neural Networks (DNN) of Long Short Memory Term (LSTM).☆113Updated 3 years ago
- speech emotion recognition using a convolutional recurrent networks based on IEMOCAP☆401Updated 6 years ago
- Speech Emotion Recognition from raw speech signals using 1D CNN-LSTM☆109Updated 4 years ago
- Repository for my paper: Deep Multilayer Perceptrons for Dimensional Speech Emotion Recognition☆11Updated 2 years ago
- A multimodal approach on emotion recognition using audio and text.☆183Updated 5 years ago
- Using Convolutional Neural Networks in speech emotion recognition on the RAVDESS Audio Dataset.☆140Updated 4 years ago
- Lightweight and Interpretable ML Model for Speech Emotion Recognition and Ambiguity Resolution (trained on IEMOCAP dataset)☆427Updated last year
- Bidirectional LSTM network for speech emotion recognition.☆264Updated 6 years ago
- Scripts used in the research described in the paper "Multimodal Emotion Recognition with High-level Speech and Text Features" accepted in…☆53Updated 4 years ago
- This is the repository for Neural Networks project called Speech Emotion Classification Using Attention-Based LSTM☆13Updated 5 years ago
- Detecting emotions using MFCC features of human speech using Deep Learning☆130Updated 4 years ago
- The code for our INTERSPEECH 2020 paper - Jointly Fine-Tuning "BERT-like'" Self Supervised Models to Improve Multimodal Speech Emotion R…☆120Updated 4 years ago
- A repository for emotion recognition from speech, text and mocap data from IEMOCAP dataset☆13Updated 6 years ago
- Speaker independent emotion recognition☆324Updated last year
- Speech Emotion Recognition Using Deep Convolutional Neural Network and Discriminant Temporal Pyramid Matching☆52Updated 7 years ago
- 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…☆25Updated 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
- Speech_Emotion_detection-SVM,RF,DT,MLP☆20Updated 2 years ago
- [ICASSP 2023] Official Tensorflow implementation of "Temporal Modeling Matters: A Novel Temporal Emotional Modeling Approach for Speech E…☆178Updated last year
- Multilingual datasets with raw audio for speech emotion recognition☆29Updated 4 years ago
- TensorFlow implementation of "Attentive Modality Hopping for Speech Emotion Recognition," ICASSP-20☆34Updated 5 years ago
- Light-SERNet: A lightweight fully convolutional neural network for speech emotion recognition☆75Updated 3 years ago
- 1,440 audio files (.wav), i.e. speech files, from 24 actors that are categorized into 8 separate emotions.☆15Updated 6 years ago