mravanelli / pytorch_MLP_for_ASRLinks
This code implements a basic MLP for speech recognition. The MLP is trained with pytorch, while feature extraction, alignments, and decoding are performed with Kaldi. The current implementation supports dropout and batch normalization. An example for phoneme recognition using the standard TIMIT dataset is provided.
☆38Updated 7 years ago
Alternatives and similar repositories for pytorch_MLP_for_ASR
Users that are interested in pytorch_MLP_for_ASR are comparing it to the libraries listed below
Sorting:
- Voxceleb1 i-vector based speaker recognition system☆43Updated 7 years ago
- Python implementation of pre-processing for End-to-End speech recognition☆69Updated 7 years ago
- This python code performs an efficient speech reverberation starting from a dataset of close-talking speech signals and a collection of a…☆95Updated 5 years ago
- Robust Speech Recognition Using Generative Adversarial Networks (GAN)☆59Updated 5 years ago
- ☆30Updated 6 years ago
- ☆60Updated 4 years ago
- Trained speaker embedding deep learning models and evaluation pipelines in pytorch and tesorflow for speaker recognition.☆36Updated 5 years ago
- An example directory for running Multi-Task Learning training on Kaldi neural networks. In Kaldi-speak, this is an egs dir for nnet3 trai…☆54Updated 5 years ago
- Speaker embedding(verification and recognition) using Tensorflow with Kaldi☆41Updated 7 years ago
- 💬 A list of End-to-End speech recognition, including papers, codes and other materials☆52Updated 6 years ago
- This is a project on working/resolving the speech separation problem using supervised learning on various training targets, building mach…☆34Updated 8 years ago
- Meta-embeddings are a probabilistic generalization of embeddings in machine learning.☆22Updated 6 years ago
- A set of speech feature extraction functions for ASR and speaker identification written in matlab.☆43Updated 8 years ago
- ☆99Updated 7 years ago
- VoxCeleb plugin for pyannote.database☆30Updated 4 years ago
- ☆35Updated 6 years ago
- This repository contains the code and supplementary result for the paper "Unpaired Speech Enhancement by Acoustic and Adversarial Supervi…☆28Updated 5 years ago
- Interspeech 2019 tutorial materials☆49Updated 5 years ago
- DCASE2019 Challenge Task 1 baseline system☆20Updated 5 years ago
- Training General-Purpose Audio Tagging Networks with Noisy Labels and Iterative Self-Verification☆29Updated 6 years ago
- ☆26Updated 7 years ago
- ABX and kaldi experiments on speech corpora made easy☆33Updated 10 months ago
- This repository is an extension of GAN based speech enhancement called SEGAN, and we present two modifications to make model training mor…☆37Updated 2 years ago
- python codes to extract MFCC and FBANK speech features for Kaldi☆66Updated 6 years ago
- VoxSRC Challenge☆31Updated 6 years ago
- PyTorch implementation of the Factorized TDNN (TDNN-F) from "Semi-Orthogonal Low-Rank Matrix Factorization for Deep Neural Networks" and …☆147Updated 5 years ago
- Core code for my ICASSP 2018 paper☆53Updated 7 years ago
- A pytorch implementation of xvector embedding☆79Updated 5 years ago
- Tensor2tensor experiment with SpecAugment☆46Updated 6 years ago
- GPU accelerated implementation of i-vector extractor training using PyTorch. Requires Kaldi for feature extraction and UBM training. An e…☆64Updated 5 years ago