genzen2103 / Emotion-Detection-in-speech-using-Acoustic-and-Neural-Features
System for Emotion Detection in given speech data using joint modelling of hand crafted prosody rich features , MFCC features and LSTM based neural embedding
☆10Updated 7 years ago
Alternatives and similar repositories for Emotion-Detection-in-speech-using-Acoustic-and-Neural-Features:
Users that are interested in Emotion-Detection-in-speech-using-Acoustic-and-Neural-Features are comparing it to the libraries listed below
- Inspired work by the project of SER using ELM at Microsoft Research☆19Updated 6 years ago
- Speech Emotion Recognition Using Deep Convolutional Neural Network and Discriminant Temporal Pyramid Matching☆51Updated 6 years ago
- Live demo for speech emotion recognition using Keras and Tensorflow models☆39Updated 6 months ago
- CTC for emotion recognition☆60Updated 7 years ago
- This is a project of speech emotion recognition using KERAS based Semi-Generative Adversarial Networks.☆11Updated 6 years ago
- Bag-of-Features Acoustic Event Detection☆14Updated 8 years ago
- Supporting code for "Emotion Recognition in Speech using Cross-Modal Transfer in the Wild"☆101Updated 5 years ago
- A Pytorch implementation of 'AUTOMATIC SPEECH EMOTION RECOGNITION USING RECURRENT NEURAL NETWORKS WITH LOCAL ATTENTION'☆41Updated 6 years ago
- Implemented 3 neural network architectures: 1) Combination of RNN LSTM nodes and CNN, 2) CNN with residual blocks similar to ResNet, 3) D…☆25Updated 7 years ago
- Adversarial Unsupervised Domain Adaptation for Acoustic Scene Classification☆35Updated 6 years ago
- ☆12Updated 6 years ago
- ☆27Updated 6 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…☆51Updated last year
- openXBOW - the Passau Open-Source Crossmodal Bag-of-Words Toolkit☆81Updated 4 years ago
- A speaker recognition system which uses GMM-UBM for use in an Android application which helps in monitoring patients suffering from Schiz…☆55Updated 6 years ago
- Pytorch code for the paper 'Attention-based Atrous Convolutional Neural Networks: Visualisation and Understanding Perspectives of Acousti…☆14Updated 4 years ago
- ☆40Updated 8 years ago
- Masked ConditionaL Neural Networks☆15Updated last year
- Project to learn about speech recognition - both Speaker Diarization and other Speech Recognition applications.☆47Updated 8 years ago
- Sound classification using neural networks☆12Updated 6 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
- Multimodal speech recognition using lipreading (with CNNs) and audio (using LSTMs). Sensor fusion is done with an attention network.☆68Updated 2 years ago
- ☆30Updated 6 years ago
- Bidirectional LSTM network for speech emotion recognition.☆263Updated 5 years ago
- Adversarial Auto-encoders for Speech Based Emotion Recogntion☆14Updated 6 years ago
- Baseline scripts of the 8th Audio/Visual Emotion Challenge (AVEC 2018)☆57Updated 6 years ago
- Repository for Weak Label Learning for Audio Events - A closer look. Uses Audioset subset data provided for reproducibility.☆32Updated last year
- Implement a GRU/LSTM model using Keras, and train it to classify the languages using MFCC features☆25Updated 6 months ago
- Classify the emotions from variable-length speech segments☆11Updated 6 years ago
- Implementation of the paper "Emotion Identification from raw speech signals using DNNs"☆14Updated 4 years ago