shaharpit809 / Audio-Sentiment-Analysis
This repository consists of work done to analyse sentiment of a customer in a conversation with a call center agent using various machine learning algorithms and audio features.
☆78Updated 5 years ago
Related projects ⓘ
Alternatives and complementary repositories for Audio-Sentiment-Analysis
- Speaker independent emotion recognition☆315Updated 4 months ago
- An end-to-end Python pipeline for performing sentiment analysis on audio files of call-center conversations.☆36Updated 7 years ago
- Project Made during Virtual Summer Internship under leadingindia.ai and BENNETT UNIVERSITY.☆90Updated last year
- Understanding emotions from audio files using neural networks and multiple datasets.☆408Updated last year
- Identify the emotion of multiple speakers in an Audio Segment☆163Updated last year
- Using Convolutional Neural Networks in speech emotion recognition on the RAVDESS Audio Dataset.☆136Updated 3 years ago
- ☆90Updated last year
- Detecting emotions using MFCC features of human speech using Deep Learning☆125Updated 3 years ago
- ☆22Updated 3 years ago
- Predicting various emotion in human speech signal by detecting different speech components affected by human emotion.☆42Updated 3 months ago
- TensorFlow implementation of "Multimodal Speech Emotion Recognition using Audio and Text," IEEE SLT-18☆258Updated 4 months ago
- Lightweight and Interpretable ML Model for Speech Emotion Recognition and Ambiguity Resolution (trained on IEMOCAP dataset)☆399Updated 10 months ago
- A multimodal approach on emotion recognition using audio and text.☆158Updated 4 years ago
- Speech Emotion Recognition (SER) in real-time, using Deep Neural Networks (DNN) of Long Short Memory Term (LSTM).☆91Updated 2 years ago
- Voice stress analysis (VSA) aims to differentiate between stressed and non-stressed outputs in response to stimuli (e.g., questions posed…☆89Updated 3 years ago
- Classifying Audio to Emotion☆27Updated 4 years ago
- Detecting Anxiety and Depression using facial emotion recognition and speech emotion recognition. Written in pythonPython☆54Updated 3 years ago
- Bidirectional LSTM network for speech emotion recognition.☆260Updated 5 years ago
- Time series course Fall 2019 project☆53Updated 4 years ago
- Spoken Language assessment☆41Updated 3 years ago
- Voice Emotion Detector that detects emotion from audio speech using one dimensional CNNs (convolutional neural networks) using keras and …☆102Updated 6 years ago
- Deception and emotion detection via audio and video.☆35Updated 5 years ago
- Predicting emotions based on speech audio samples of American English, German and British English languages using Support Vector Machine,…☆18Updated 6 years ago
- Building and training Speech Emotion Recognizer that predicts human emotions using Python, Sci-kit learn and Keras☆584Updated last year
- Real-Time facial emotion recognition in Python☆16Updated 5 years ago
- ☆45Updated 6 years ago
- Open source speech to text models for Indic Languages☆287Updated 2 years ago
- Speech Emotion Detection using SVM, Decision Tree, Random Forest, MLP, CNN with different architectures☆30Updated 10 months ago
- The neural network model is capable of detecting five different male/female emotions from audio speeches. (Deep Learning, NLP, Python)☆36Updated last year
- Multi-modal Emotion detection from IEMOCAP on Speech, Text, Motion-Capture Data using Neural Nets.☆161Updated 3 years ago