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…☆31Updated 5 years ago
- Learning discriminative and robust time-frequency representations for environmental sound classification: Convolutional neural networks (…☆30Updated 5 years ago
- Speech Emotion Recognition from raw speech signals using 1D CNN-LSTM☆107Updated 4 years ago
- ☆12Updated 4 years ago
- ToyADMOS2: Another dataset of miniature-machine operating sounds for anomalous sound detection under domain shift conditions 🚗 🚃☆18Updated last year
- SELD-TCN: Sound Event Detection & Localization via Temporal Convolutional Network | Python w/ Tensorflow☆65Updated 4 years ago
- Audio MNIST Classification using 1D-CNN, 2D-CNN, GAN+2D-CNN, CVN+RandomForest, and LSTMs.☆14Updated 3 years ago
- measures to assess frequency-weighted instantaneous energy☆17Updated 3 years ago
- Audio classification via transfer learning☆34Updated 5 years ago
- Code for our paper "Acoustic Features Fusion using Attentive Multi-channel Deep Architecture" in Keras and tensorflow☆26Updated 6 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
- The code for DCASE2021 task5 submission.☆20Updated 3 years ago
- ☆59Updated last year
- ICML 21 - Voice2Series: Adversarial Reprogramming Acoustic Models for Time Series Classification☆73Updated last year
- Kalman filtering for speech signal enhancement☆20Updated 9 years ago
- This is the official code release for OPERA: OPEn Respiratory Acoustic foundation models☆65Updated 6 months ago
- DCASE2020 Challenge Task 2 baseline system☆108Updated 2 years ago
- ☆13Updated 3 years ago
- Implementation of IEEE Access paper - Lung Sound Recognition Algorithm Based on VGGish-BiGRU☆30Updated 5 years ago
- Code for the paper "Unsupervised Contrastive Learning of Sound Event Representations", ICASSP 2021.☆93Updated 2 years ago
- Code repo for "Multi-Task Learning for Interpretable Weakly Labelled Sound Event Detection"☆17Updated 2 years ago
- Simple, straight-forward extraction of acoustic and prosodic features from sound waves based on Praat and Parselmouth.☆25Updated 5 years ago
- ☆25Updated 2 years ago
- PyTorch implementation of the LEAF audio frontend☆74Updated 2 years ago
- Classification of environmental sounds using 1D convolutional Neural network☆36Updated 5 years ago
- A two-stage polyphonic sound event detection and localization method for both SED and DOA.☆115Updated 2 years ago
- A new comprehensive and diverse few-shot acoustic classification benchmark.☆64Updated 11 months ago
- some scripts for asvspoof2017☆11Updated 6 years ago
- A self-supervised speech denoising strategy named Only-Noisy Training (ONT), which solves the speech denoising problem with only noisy au…☆71Updated 2 years ago
- Dual Bayesian ResNet: A Deep Learning Approach to Heart Murmur Detection (Physionet Challenge 2022)☆21Updated last year