face-emotion-recognition VS Speech-Emotion-Classification-by-utilizing-a-Convolutional-Neural-Network

Compare face-emotion-recognition vs Speech-Emotion-Classification-by-utilizing-a-Convolutional-Neural-Network and see what are their differences.

Speech-Emotion-Classification-by-utilizing-a-Convolutional-Neural-Network

Enhancing Speech Emotion Classification with CNNs: This project seeks to overcome the limitations of traditional approaches and improve the accuracy of emotion recognition. CNNs automatically extract features from speech signals, capturing complex patterns and nuances, leading to enhanced performance compared to traditional methods. (by EmilVl6)
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face-emotion-recognition Speech-Emotion-Classification-by-utilizing-a-Convolutional-Neural-Network
1 2
581 2
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5.8 6.8
20 days ago 11 months ago
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Apache License 2.0 MIT License
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face-emotion-recognition

Posts with mentions or reviews of face-emotion-recognition. We have used some of these posts to build our list of alternatives and similar projects.
  • [Research] Emotion recognition using videos on mobile devices
    1 project | /r/MachineLearning | 3 Jun 2021
    Yes, the training code is available in the co-author's github repository: https://github.com/HSE-asavchenko/face-emotion-recognition/tree/main/src There's code for several models that we tried training using the proposed approach. The best one turned out to be the EfficientNet-B0 model.

Speech-Emotion-Classification-by-utilizing-a-Convolutional-Neural-Network

Posts with mentions or reviews of Speech-Emotion-Classification-by-utilizing-a-Convolutional-Neural-Network. We have used some of these posts to build our list of alternatives and similar projects.

What are some alternatives?

When comparing face-emotion-recognition and Speech-Emotion-Classification-by-utilizing-a-Convolutional-Neural-Network you can also consider the following projects:

face-api.js - JavaScript API for face detection and face recognition in the browser and nodejs with tensorflow.js

converse - Conversational text Analysis using various NLP techniques

human - Human: AI-powered 3D Face Detection & Rotation Tracking, Face Description & Recognition, Body Pose Tracking, 3D Hand & Finger Tracking, Iris Analysis, Age & Gender & Emotion Prediction, Gaze Tracking, Gesture Recognition

fer - Facial Expression Recognition with a deep neural network as a PyPI package

strv-ml-mask2face - Virtually remove a face mask to see what a person looks like underneath

malaya - Natural Language Toolkit for Malaysian language, https://malaya.readthedocs.io/

pytorch-image-classification - Tutorials on how to implement a few key architectures for image classification using PyTorch and TorchVision.

soxan - Wav2Vec for speech recognition, classification, and audio classification

Emotions-Classification - Tells You about the emotion/Sentimental Analysis of a Sentence