Probabilistic Linear Discriminant Analysis & classification, written in Python.
☆131Mar 28, 2022Updated 3 years ago
Alternatives and similar repositories for plda
Users that are interested in plda are comparing it to the libraries listed below
Sorting:
- An LDA/PLDA estimator using KALDI in python for speaker verification tasks☆102Apr 15, 2017Updated 8 years ago
- PyTorch implementation of PLDA as described in https://ravisoji.com/assets/papers/ioffe2006probabilistic.pdf☆15Oct 16, 2020Updated 5 years ago
- This is a implementation of kaldi-plda.☆15Jun 9, 2018Updated 7 years ago
- Implementation of Neural PLDA (NPLDA) model (A discriminative backend for Speaker Verification)☆100Apr 20, 2020Updated 5 years ago
- Deep speaker embeddings in PyTorch, including x-vectors. Code used in this work: https://arxiv.org/abs/2007.16196☆320Nov 11, 2020Updated 5 years ago
- Tensorflow implementation of x-vector topology on top of Kaldi recipe☆120Nov 5, 2019Updated 6 years ago
- Probabilistic Spherical Discriminant Analysis☆12Oct 29, 2022Updated 3 years ago
- Time delay neural network (TDNN) implementation in Pytorch using unfold method☆204Nov 21, 2019Updated 6 years ago
- Speaker diarization based on Kaldi x-vectors, tuned for 16k microphone data☆95Jul 6, 2023Updated 2 years ago
- Share some recent speaker recognition papers and their implementations.☆90Sep 26, 2019Updated 6 years ago
- Research_speech_speaker_verification_nist_sre2010☆12Mar 1, 2016Updated 10 years ago
- End-To-End Speaker Verification based on X-vector and Neural PLDA - A PyTorch implementation☆23Feb 17, 2022Updated 4 years ago
- ☆21Sep 24, 2018Updated 7 years ago
- VoxSRC Challenge☆31Jun 11, 2019Updated 6 years ago
- Multiobjective Optimization Training of PLDA for Speaker Verification☆10Jun 14, 2018Updated 7 years ago
- Meta-embeddings are a probabilistic generalization of embeddings in machine learning.☆23Nov 23, 2018Updated 7 years ago
- Neural speaker recognition/verification system based on Kaldi and Tensorflow☆32Jun 30, 2020Updated 5 years ago
- Probabilistic Linear Discriminant Analysis☆14Nov 14, 2014Updated 11 years ago
- ☆23Jun 28, 2019Updated 6 years ago
- PyTorch implementation of the Factorized TDNN (TDNN-F) from "Semi-Orthogonal Low-Rank Matrix Factorization for Deep Neural Networks" and …☆149Jan 6, 2020Updated 6 years ago
- Python functions for reading kaldi data formats. Useful for rapid prototyping with python.☆378Jun 16, 2023Updated 2 years ago
- University of Edinbrugh-Johns Hopkins University's system for ASVspoof 2017 Version 2.0 dataset.☆50May 1, 2019Updated 6 years ago
- Extract xvector and ivector under kaldi☆110Nov 22, 2018Updated 7 years ago
- Denoising autoencoders for speaker identification on MCE 2018 challenge☆12Nov 8, 2018Updated 7 years ago
- MultiSV: scripts for data preparation☆30Jan 18, 2025Updated last year
- An Open Source Tools for Speaker Recognition☆635Aug 5, 2024Updated last year
- PyTorch implementation of "Generalized End-to-End Loss for Speaker Verification" by Wan, Li et al.☆597Jan 20, 2022Updated 4 years ago
- Optimizing speaker verification and spoofing countermeasure systems together with REINFORCE☆13Mar 31, 2021Updated 4 years ago
- A pytorch implementation of xvector embedding☆79Mar 28, 2020Updated 5 years ago
- [InterSpeech 2020] "AutoSpeech: Neural Architecture Search for Speaker Recognition" by Shaojin Ding*, Tianlong Chen*, Xinyu Gong, Weiwei …☆209Dec 8, 2022Updated 3 years ago
- Deep Discriminative Embeddings for Duration Robust Speaker Verification☆19Dec 16, 2019Updated 6 years ago
- PyTorch implementation of Densely Connected Time Delay Neural Network☆90May 4, 2023Updated 2 years ago
- A toolkit for reproducible evaluation, diagnostic, and error analysis of speaker diarization systems☆242Dec 16, 2025Updated 2 months ago
- A pure python module for reading and writing kaldi ark files☆267Mar 6, 2025Updated 11 months ago
- Discriminative Neural Clustering for Speaker Diarisation☆79Apr 8, 2022Updated 3 years ago
- ☆60Sep 26, 2020Updated 5 years ago
- A KALDI/C++ implementation of GoogleBrain's SpecAugment: A Simple Data Augmentation Method for Automatic Speech Recognition☆14Sep 4, 2019Updated 6 years ago
- Speaker Diarization library in Python. Performs VAD, Segmentation, Linear Clustering, Hierarchical Clustering☆15Jul 28, 2017Updated 8 years ago
- ☆99Dec 20, 2017Updated 8 years ago