talbaram3192 / Emotion_Recognition_projectLinks
☆23Updated 4 years ago
Alternatives and similar repositories for Emotion_Recognition_project
Users that are interested in Emotion_Recognition_project are comparing it to the libraries listed below
Sorting:
- A multimodal approach on emotion recognition using audio and text.☆187Updated 5 years ago
- Identify the emotion of multiple speakers in an Audio Segment☆178Updated 2 years ago
- Speech Emotion Recognition (SER) in real-time, using Deep Neural Networks (DNN) of Long Short Memory Term (LSTM).☆115Updated 3 years ago
- Speech Emotion Recognition☆43Updated 2 years ago
- Using Convolutional Neural Networks in speech emotion recognition on the RAVDESS Audio Dataset.☆144Updated 4 years ago
- Time series course Fall 2019 project☆53Updated 5 years ago
- Official implementation of INTERSPEECH 2021 paper 'Emotion Recognition from Speech Using Wav2vec 2.0 Embeddings'☆140Updated last year
- This project is about performing Speaker diarization for Hindi Language.☆58Updated 4 years ago
- This repository contains PyTorch implementation of 4 different models for classification of emotions of the speech.☆211Updated 3 years ago
- ☆90Updated 3 years ago
- Repository containing experimentation platform on how to train, infer on wav2vec2 models.☆87Updated 3 years ago
- Wav2Vec for speech recognition, classification, and audio classification☆272Updated 3 years ago
- An easy way to fine-tune Wav2Vec 2.0 for low-resource languages.☆80Updated 2 years ago
- Detect emotion from audio signals of IEMOCAP dataset using multi-modal approach. Utilized acoustic features, mel-spectrogram and text as …☆41Updated last year
- TensorFlow implementation of "Multimodal Speech Emotion Recognition using Audio and Text," IEEE SLT-18☆298Updated last year
- Repository for code and paper submitted for APSIPA 2019, Lanzhou, China☆21Updated last year
- The code for our INTERSPEECH 2020 paper - Jointly Fine-Tuning "BERT-like'" Self Supervised Models to Improve Multimodal Speech Emotion R…☆118Updated 4 years ago
- An in-depth analysis of audio classification on the RAVDESS dataset. Feature engineering, hyperparameter optimization, model evaluation, …☆79Updated 5 years ago
- [RAVDESS] Speech Emotion Recognition with Convolutional Attention based Bi-GRU. (Best test accuracy of 87%)☆33Updated 2 years ago
- A collection of datasets for the purpose of emotion recognition/detection in speech.☆397Updated last year
- ☆49Updated 2 years ago
- Understanding emotions from audio files using neural networks and multiple datasets.☆426Updated 2 years ago
- A Python library for measuring the acoustic features of speech (simultaneous speech, high entropy) compared to ones of native speech.☆270Updated 3 years ago
- ☆16Updated 3 years ago
- Official implementation for the paper Exploring Wav2vec 2.0 fine-tuning for improved speech emotion recognition☆153Updated 4 years ago
- VAD analysis of text using some affective lexicon (ANEW, SENTIWORDNET, and VADER)☆28Updated 3 years ago
- The neural network model is capable of detecting five different male/female emotions from audio speeches. (Deep Learning, NLP, Python)☆38Updated 3 years ago
- These are praat scripts I use in my research, implemented in parselmouth for python for use in binder☆134Updated 4 years ago
- Lightweight and Interpretable ML Model for Speech Emotion Recognition and Ambiguity Resolution (trained on IEMOCAP dataset)☆440Updated 2 years ago
- Transcribing audio files using Hugging Face's implementation of Wav2Vec2 + "chain-linking" NLP tasks to combine speech-to-text with downs…☆32Updated 4 years ago