jcvasquezc / AEspeechLinks
Feature extraction from speech signals based on representation learning strategies using pre-trained autoencoders
☆19Updated 2 years ago
Alternatives and similar repositories for AEspeech
Users that are interested in AEspeech are comparing it to the libraries listed below
Sorting:
- PyTorch implementation of the 1D-Triplet-CNN neural network model described in Fusing MFCC and LPC Features using 1D Triplet CNN for Spea…☆30Updated 5 years ago
- ☆12Updated 4 years ago
- Audio MNIST Classification using 1D-CNN, 2D-CNN, GAN+2D-CNN, CVN+RandomForest, and LSTMs.☆14Updated 3 years ago
- Speech Emotion Recognition from raw speech signals using 1D CNN-LSTM☆106Updated 4 years ago
- Implementation of the multi-time-scale convolution layer used in the paper Multi-Time-Scale Convolution for Emotion Recognition from Spee…☆11Updated 5 years ago
- Learning discriminative and robust time-frequency representations for environmental sound classification: Convolutional neural networks (…☆30Updated 5 years ago
- 1D CNN based classifier for Speech Commands Dataset☆9Updated 7 years ago
- ICML 21 - Voice2Series: Adversarial Reprogramming Acoustic Models for Time Series Classification☆73Updated last year
- Repository for my paper: Evaluation of Error and Correlation-Based Loss Functions For Multitask Learning Dimensional Speech Emotion Recog…☆20Updated last year
- This is the official code release for OPERA: OPEn Respiratory Acoustic foundation models☆61Updated 4 months ago
- Alzheimer's dementia classification and MMSE score regression☆62Updated 2 years ago
- Alzheimer's Disease Recognition Evaluation 2021☆49Updated 3 months ago
- Calculate MFCC/Fbank feature for wav files☆14Updated 7 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…☆52Updated 2 years ago
- ICSD Dataset☆30Updated last month
- ☆138Updated 11 months ago
- Inspired by the convolutional recurrent neural network(CRNN) and inception, we propose a multiscale time-frequency convolutional recurren…☆22Updated 5 years ago
- Score-based diffusion method for surface electromyograpny signal denoising☆21Updated last year
- Code for our paper "Acoustic Features Fusion using Attentive Multi-channel Deep Architecture" in Keras and tensorflow