speech-emotion-recognition topic
Speech-Emotion-Recognition-using-Librosa-library-and-MLPClassifier
In this project we use RAVDESS Dataset to classify Speech Emotion using Multi Layer Perceptron Classifier
speech_emotion_recognition
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 dec...
moody
Moody is a web application allowing the host of online meetings (e.g. via Zoom, Microsoft Teams or Google Meet) to collect real-time feedback of the participant's emotions.
TIM-Net_SER
[ICASSP 2023] Official Tensorflow implementation of "Temporal Modeling Matters: A Novel Temporal Emotional Modeling Approach for Speech Emotion Recognition".
multimodal_emotion_recognition
Scripts used in the research described in the paper "Multimodal Emotion Recognition with High-level Speech and Text Features" accepted in the ASRU 2021 conference.
Detection-of-Anxiety-and-Depression
Detecting Anxiety and Depression using facial emotion recognition and speech emotion recognition. Written in pythonPython
Transformer-based-SER
Transformer-based model for Speech Emotion Recognition(SER) - implemented by Pytorch
Speech-Emotion-Recognition
An implementation of Speech Emotion Recognition, based on HuBERT model, training with PyTorch and HuggingFace framework, and fine-tuning on the RAVDESS dataset.
snoofus
Snoofus, the Speech Analyzer
emotion2vec
[ACL 2024] Official PyTorch code for extracting features and training downstream models with emotion2vec: Self-Supervised Pre-Training for Speech Emotion Representation