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
- How to detect emotions from speech using Bi-directional LSTM networks and attention mechanism in Keras.☆20Updated last year
- ☆48Updated 2 years ago
- TensorFlow implementation of "Multimodal Speech Emotion Recognition using Audio and Text," IEEE SLT-18☆298Updated last year
- Multi-modal Speech Emotion Recogniton on IEMOCAP dataset☆93Updated 2 years ago
- Repository for my paper: Deep Multilayer Perceptrons for Dimensional Speech Emotion Recognition☆11Updated 2 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
- The code for our INTERSPEECH 2020 paper - Jointly Fine-Tuning "BERT-like'" Self Supervised Models to Improve Multimodal Speech Emotion R…☆119Updated 4 years ago
- Speech Emotion Recognition from raw speech signals using 1D CNN-LSTM☆108Updated 4 years ago
- A multimodal approach on emotion recognition using audio and text.☆185Updated 5 years ago
- Speech Emotion Recognition (SER) in real-time, using Deep Neural Networks (DNN) of Long Short Memory Term (LSTM).☆114Updated 3 years ago
- This repository contains PyTorch implementation of 4 different models for classification of emotions of the speech.☆208Updated 3 years ago
- Using Convolutional Neural Networks in speech emotion recognition on the RAVDESS Audio Dataset.☆142Updated 4 years ago
- Lightweight and Interpretable ML Model for Speech Emotion Recognition and Ambiguity Resolution (trained on IEMOCAP dataset)☆435Updated last year
- Detecting emotions using MFCC features of human speech using Deep Learning☆130Updated 5 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
- TensorFlow implementation of "Attentive Modality Hopping for Speech Emotion Recognition," ICASSP-20☆34Updated 5 years ago
- speech emotion recognition using a convolutional recurrent networks based on IEMOCAP☆405Updated 6 years ago
- Bidirectional LSTM network for speech emotion recognition.☆267Updated 6 years ago
- Repository for code and paper submitted for APSIPA 2019, Lanzhou, China☆21Updated last year
- This is the repository for Neural Networks project called Speech Emotion Classification Using Attention-Based LSTM☆13Updated 5 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
- Detecting depression in a conversation using Convolutional Neral Network☆74Updated 4 years ago
- Speech_Emotion_detection-SVM,RF,DT,MLP☆20Updated 3 years ago
- [ICASSP 2023] Official Tensorflow implementation of "Temporal Modeling Matters: A Novel Temporal Emotional Modeling Approach for Speech E…☆184Updated last year
- A repository for emotion recognition from speech, text and mocap data from IEMOCAP dataset☆13Updated 6 years ago
- Speaker independent emotion recognition☆327Updated last year
- Repository for my paper: Dimensional Speech Emotion Recognition Using Acoustic Features and Word Embeddings using Multitask Learning☆17Updated last year
- Official implementation of INTERSPEECH 2021 paper 'Emotion Recognition from Speech Using Wav2vec 2.0 Embeddings'☆138Updated 11 months ago