zmyzheng / Neural-Networks-and-Deep-Learning
Deep learning projects including applications (face recognition, neural style transfer, autonomous driving, sign language reading, music generation, translation, speech recognition and NLP) and theories (CNNs, RNNs, LSTM, Adam, Dropout, BatchNorm, Xavier/He initialization, hyperparameter tuning, regularization, optimization, Residual Networks). …
☆37Updated 5 years ago
Related projects: ⓘ
- Predicting various emotion in human speech signal by detecting different speech components affected by human emotion.☆44Updated last month
- Sound Classification using Neural Networks☆47Updated last year
- Speech Emotion Recognition from raw speech signals using 1D CNN-LSTM☆103Updated 3 years ago
- Parkinson’s disease can be detected using speech. The phonation is the most affected in speech i.e. the sound when we pronounce the vowel…☆16Updated 4 years ago
- Deception and emotion detection via audio and video.☆33Updated 5 years ago
- Urban Sound Classification: With Random Forest, SVM, DNN, RNN, and CNN Classifiers☆51Updated 7 years ago
- ☆17Updated 4 years ago
- CNN 1D vs 2D audio classification☆104Updated 5 years ago
- Detecting emotions using MFCC features of human speech using Deep Learning☆125Updated 3 years ago
- Real-time human emotion detection and analysis through voice and speech pattern processing☆23Updated 5 years ago
- Different methods and techniques for features extraction from audio☆51Updated 8 months ago
- Music genre classification using Convolutional Neural Networks on Spectrograms in PyTorch☆39Updated 5 years ago
- Audio classification via transfer learning☆32Updated 4 years ago
- ☆32Updated 6 years ago
- This project explores using machine learning methods for detection of Parkinson's disease using an individual's speech.☆11Updated 4 years ago
- ☆12Updated 4 years ago
- Time series course Fall 2019 project☆52Updated 4 years ago
- Urban sounds classification with Covnolutional Neural Networks☆36Updated 4 years ago
- Whale sound detection using spectrograms, template matching and gradient boosting☆26Updated 8 years ago
- ☆90Updated last year
- This repository contains example of keras-tcn on easy way.☆55Updated 4 years ago
- Classifying 10 different categories of Sound using Deep Learning.☆24Updated 6 years ago
- Tensorflow implementation of embed CNN-LSTM network for sentiment analysis task.☆26Updated 4 years ago
- Classifying Audio to Emotion☆27Updated 4 years ago
- Classification of Urban Sound Audio Dataset using LSTM-based model.☆70Updated last year
- Collection of cough sounds for cough classification☆19Updated last year
- Multi class audio classification using Deep Learning (MLP, CNN): The objective of this project is to build a multi class classifier to id…☆64Updated 3 years ago
- Simple demo of filtering signal with an LPF and plotting its Short-Time Fourier Transform (STFT) and Laplace transform, in Python.☆67Updated 6 years ago
- This project is to test classification algorithms wrote from scratch in python using only numpy. Algorithms wrote in this project: KNN, L…☆17Updated 7 years ago
- Feature extraction of speech signal is the initial stage of any speech recognition system.☆91Updated 4 years ago