vvestman / pytorch-ivectors
GPU accelerated implementation of i-vector extractor training using PyTorch. Requires Kaldi for feature extraction and UBM training. An example script is provided for VoxCeleb data.
☆64Updated 5 years ago
Alternatives and similar repositories for pytorch-ivectors:
Users that are interested in pytorch-ivectors are comparing it to the libraries listed below
- Speech enhancement system for the CHiME-5 dinner party scenario☆109Updated last month
- End-To-End Speaker Verification based on X-vector and Neural PLDA - A PyTorch implementation☆23Updated 3 years ago
- A pytorch implementation of xvector embedding☆79Updated 5 years ago
- The code for the Interspeech paper "Speaker Embedding Extraction with Phonetic Information"☆45Updated 5 years ago
- Implementation of Neural PLDA (NPLDA) model (A discriminative backend for Speaker Verification)☆99Updated 4 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 4 years ago
- Voxceleb1 i-vector based speaker recognition system☆43Updated 6 years ago
- Pytorch implementation of Generalized End-to-End Loss for speaker verification☆84Updated 5 years ago
- Implementation of audio degradation processes☆101Updated 9 years ago
- Conferencing Speech Challenge☆91Updated 3 years ago
- Improving Perceptual Quality by Phone-Fortified Perceptual Loss using Wasserstein Distance for Speech Enhancement☆78Updated 3 years ago
- Companion repository for the paper "A Comparison of Metric Learning Loss Functions for End-to-End Speaker Verification" published at SLSP…☆59Updated 4 years ago
- MultiSV: scripts for data preparation☆27Updated 2 months ago
- Develop speaker recognition model based on i-vector using TIMIT database☆16Updated 5 years ago
- DropClass and DropAdapt - repository for the paper accepted to Speaker Odyssey 2020☆22Updated 4 years ago
- Development Toolkit for the VoxCeleb Speaker Recognition Challenge 2020☆42Updated 4 years ago
- PyTorch implementation of RPNSD☆60Updated 9 months ago
- E2E-SincNet: Toward fully end-to-end speech recognition☆30Updated 5 years ago
- Discriminative Condition-Aware PLDA☆43Updated 8 months ago
- University of Edinbrugh-Johns Hopkins University's system for ASVspoof 2017 Version 2.0 dataset.☆49Updated 5 years ago
- PyTorch implementation of PLDA as described in https://ravisoji.com/assets/papers/ioffe2006probabilistic.pdf☆15Updated 4 years ago
- streaming attention networks for end-to-end automatic speech recognition☆55Updated 4 years ago
- ☆60Updated 4 years ago
- ESPnet extensions for semi-supervised end-to-end speech recognition. See also https://github.com/ShigekiKarita/espnet-semi-supervised/tre…☆38Updated 5 years ago
- Pytorch implementation of "Generalized End-to-End Loss for Speaker Verification"☆101Updated 6 years ago
- Discriminative Neural Clustering for Speaker Diarisation☆78Updated 2 years ago
- Speech separation with utterance-level PIT experiments☆104Updated 6 years ago
- Code for the ICASSP-2021 paper: Continuous Speech Separation with Conformer.☆114Updated 2 years ago
- Libri-CSS: dataset and evaluation pipeline☆143Updated 2 years ago
- ☆57Updated 4 years ago