jcvasquezc / AEspeech
Feature extraction from speech signals based on representation learning strategies using pre-trained autoencoders
☆15Updated last year
Related projects ⓘ
Alternatives and complementary repositories for AEspeech
- Implementation of deep recurrent nonnegative matrix factorization (DR-NMF) for speech separation☆48Updated 5 years ago
- Inspired by the convolutional recurrent neural network(CRNN) and inception, we propose a multiscale time-frequency convolutional recurren…☆22Updated 4 years ago
- PyTorch implementation of the 1D-Triplet-CNN neural network model described in Fusing MFCC and LPC Features using 1D Triplet CNN for Spea…☆26Updated 4 years ago
- Code for our paper "Acoustic Features Fusion using Attentive Multi-channel Deep Architecture" in Keras and tensorflow☆26Updated 5 years ago
- Applying discrete wavelet packet transform (DWPT) and nonnegative matrix factorization (NMF) analysis to speech enhancement tasks. Conven…☆11Updated 7 years ago
- Differentiable short-time Fourier transform (DSTFT): Gradient-based parameters tuning for adaptive time-frequency representation. DSTFT i…☆32Updated 6 months ago
- Generalized Minimal Distortion Principle for Blind Source Separation☆19Updated 4 years ago
- Joint Dictionary Learning-based Non-Negative Matrix Factorization for Voice Conversion (TBME 2016)☆22Updated 7 years ago
- Evaluation of the classification performance (Speech, Music, and Noise) of 1D (WaveNet) and 2D (MobileNet) CNN and RNN (GRU) on the MUSAN…☆14Updated 4 years ago
- Transformer based Self-Attention for Complex Numbers☆10Updated 3 years ago
- Tensorflow implementation of a CycleGAN with a 1D Convolutional Neural Network and Gated units with options for the residual connections,…☆22Updated 6 years ago
- measures to assess frequency-weighted instantaneous energy☆17Updated 2 years ago
- MobileNetV2-based baseline system for DCASE2021 Challenge Task 2.☆21Updated 3 years ago
- Adversarial Unsupervised Domain Adaptation for Acoustic Scene Classification☆35Updated 6 years ago
- A python version of fast and robust ICA based on the paper of Aapo Hyvärinen.☆29Updated last year
- Learning discriminative and robust time-frequency representations for environmental sound classification: Convolutional neural networks (…☆28Updated 4 years ago
- Kalman filtering for speech signal enhancement☆19Updated 8 years ago
- Directional sparse filtering for blind speech separation☆9Updated 3 years ago
- ICML 21 - Voice2Series: Adversarial Reprogramming Acoustic Models for Time Series Classification☆69Updated 4 months ago
- Audio MNIST Classification using 1D-CNN, 2D-CNN, GAN+2D-CNN, CVN+RandomForest, and LSTMs.☆14Updated 2 years ago
- PyTorch Implementation of SubSpectralNet - Using Sub-Spectrogram based Convolutional Neural Networks for Acoustic Scene Classification, a…☆21Updated 5 years ago
- Generative Adversarial Network implemented for the Time-Frequency based Speech Enhancement☆7Updated 6 months ago
- Joint Estimation of Frequency, Amplitude and Spectrum☆29Updated last year
- Pytorch implementation of [Learning to match transient sound events using attentional similarity for few-shot sound recognition]☆32Updated 5 years ago
- Reference Matlab/Octave implementations of feature extraction algorithms☆32Updated 4 years ago
- Classification of environmental sounds using 1D convolutional Neural network☆32Updated 4 years ago
- Sound classification using neural networks☆12Updated 6 years ago
- Audio classification via transfer learning☆32Updated 5 years ago
- Code for Multi Speaker Source Separation with neural networks, build with TensorFlow☆18Updated 4 years ago