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…☆32Updated 6 years ago
- Learning discriminative and robust time-frequency representations for environmental sound classification: Convolutional neural networks (…☆30Updated 6 years ago
- Speech Emotion Recognition from raw speech signals using 1D CNN-LSTM☆109Updated 4 years ago
- SELD-TCN: Sound Event Detection & Localization via Temporal Convolutional Network | Python w/ Tensorflow☆66Updated 5 years ago
- Audio MNIST Classification using 1D-CNN, 2D-CNN, GAN+2D-CNN, CVN+RandomForest, and LSTMs.☆14Updated 4 years ago
- ☆12Updated 4 years ago
- The code for DCASE2021 task5 submission.☆20Updated 3 years ago
- Alzheimer's dementia classification and MMSE score regression☆63Updated 3 years ago
- Code for our paper "Acoustic Features Fusion using Attentive Multi-channel Deep Architecture" in Keras and tensorflow☆26Updated 7 years ago
- Implementation of the multi-time-scale convolution layer used in the paper Multi-Time-Scale Convolution for Emotion Recognition from Spee…☆11Updated 6 years ago
- Audio classification via transfer learning☆35Updated 6 years ago
- ☆15Updated 3 years ago
- A self-supervised speech denoising strategy named Only-Noisy Training (ONT), which solves the speech denoising problem with only noisy au…☆74Updated 2 years ago
- Pytorch implementation of [Learning to match transient sound events using attentional similarity for few-shot sound recognition]☆33Updated 6 years ago
- COLA contrastive pre-training method implemented in PyTorch☆43Updated 5 years ago
- ICML 21 - Voice2Series: Adversarial Reprogramming Acoustic Models for Time Series Classification☆73Updated last year
- A new comprehensive and diverse few-shot acoustic classification benchmark.☆65Updated last year
- ☆60Updated last year
- ☆25Updated 3 years ago
- Implementation of deep recurrent nonnegative matrix factorization (DR-NMF) for speech separation☆48Updated 6 years ago
- Code for the paper "Unsupervised Contrastive Learning of Sound Event Representations", ICASSP 2021.☆93Updated 3 years ago
- ToyADMOS2: Another dataset of miniature-machine operating sounds for anomalous sound detection under domain shift conditions 🚗 🚃☆20Updated last year
- Attention-based Hybrid CNN-LSTM and Spectral Data Augmentation for COVID-19 Diagnosis from Cough Sound☆36Updated 3 years ago
- Code for Multi Speaker Source Separation with neural networks, build with TensorFlow☆19Updated 5 years ago
- measures to assess frequency-weighted instantaneous energy☆17Updated 3 years ago
- Inspired by the convolutional recurrent neural network(CRNN) and inception, we propose a multiscale time-frequency convolutional recurren…☆23Updated 5 years ago
- Matlab tools for pathological voice analysis☆13Updated 2 years ago
- DCASE2020 Challenge Task 2 baseline system☆114Updated 3 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…☆54Updated 2 years ago
- ☆138Updated last year