42 Open source projects that are alternatives of or similar to GE2E-Loss

This repo contains my attempt to create a Speaker Recognition and Verification system using SideKit-1.3.1

DropClass and DropAdapt - repository for the paper accepted to Speaker Odyssey 2020

Kaldi based speaker verification

PyTorch implementation of Densely Connected Time Delay Neural Network

Trained speaker embedding deep learning models and evaluation pipelines in pytorch and tesorflow for speaker recognition.

Keras Implementation of Deepmind's WaveNet for Supervised Learning Tasks

neural network based speaker embedder

MobileNet trained with VoxCeleb dataset and used for voice verification

Bob is a free signal-processing and machine learning toolbox originally developed by the Biometrics group at Idiap Research Institute, in Switzerland. - Mirrored from https://gitlab.idiap.ch/bob/bob

A data annotation pipeline to generate high-quality, large-scale speech datasets with machine pre-labeling and fully manual auditing.

⇨ The Speaker Recognition System consists of two phases, Feature Extraction and Recognition. ⇨ In the Extraction phase, the Speaker's voice is recorded and typical number of features are extracted to form a model. ⇨ During the Recognition phase, a speech sample is compared against a previously created voice print stored in the database. ⇨ The hi…

A program for automatic speaker identification using deep learning techniques.

Develop speaker recognition model based on i-vector using TIMIT database

Code for our ACML and INTERSPEECH papers: "Speaker Diarization as a Fully Online Bandit Learning Problem in MiniVox".

Pytorch implementation of Meta-Learning for Short Utterance Speaker Recognition with Imbalance Length Pairs (Interspeech, 2020)

Share some recent speaker recognition papers and their implementations.

[InterSpeech 2020] "AutoSpeech: Neural Architecture Search for Speaker Recognition" by Shaojin Ding*, Tianlong Chen*, Xinyu Gong, Weiwei Zha, Zhangyang Wang

使用PaddlePaddle实现声纹识别

基于Kersa实现的声纹识别模型

speaker recognition using keras

A Free Library for Speaker Recognition (Verification)，implemented by ncnn.

本项目使用了EcapaTdnn模型实现的声纹识别

Speaker recognition ,Voiceprint recognition

a deep accent recognition network

Meta-embeddings are a probabilistic generalization of embeddings in machine learning.

It is a complete project of voiceprint recognition or speaker recognition.

Speaker recognition library based on MARF for raspberry pi and other SBCs.

Automatic Speech Recognition (ASR), Speaker Verification, Speech Synthesis, Text-to-Speech (TTS), Language Modelling, Singing Voice Synthesis (SVS), Voice Conversion (VC)

kaldi-asr/kaldi is the official location of the Kaldi project.

DELTA is a deep learning based natural language and speech processing platform.

🔈 Deep Learning & 3D Convolutional Neural Networks for Speaker Verification

D3M - Dynamic Data Discrepancy Mitigation for Anti-spoofing - Implementation of work Dynamically Mitigating Data Discrepancy with Balanced Focal Loss for Replay Attack Detection

UniSpeech - Large Scale Self-Supervised Learning for Speech

【仅作为交流学习使用】机器智能--相关书目及经典论文包括AutoML、情感分类、语音识别、声纹识别、语音合成实验代码等

target speaker extraction and verification for multi-talker speech

🔭 Speaker diarization via transfer learning

Official open source implementation of the paper "Overlap-aware low-latency online speaker diarization based on end-to-end local segmentation"

Scripts for LIUM SpkDiarization tools

Simplified diarization pipeline using some pretrained models - audio file to diarized segments in a few lines of code

Speaker Diarization is the problem of separating speakers in an audio. There could be any number of speakers and final result should state when speaker starts and ends. In this project, we analyze given audio file with 2 channels and 2 speakers (on separate channels).

speaker diarization system using an LSTM

UPC Deep Learning for Speech and Language 2018