说话人识别(声纹识别)算法的Python实现。包括GMM(已完成)、GMM-UBM、ivector、基于深度学习的声纹识别(self-attention已完成)。
☆109Feb 21, 2023Updated 3 years ago
Alternatives and similar repositories for Speaker-Recognition
Users that are interested in Speaker-Recognition are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- 声纹识别(Voiceprint Recognition, VPR),也称为说话人识别(Speaker Recognition),有两类,即说话人辨认(Speaker Identification)和说话人确认(Speaker Verification)☆59Mar 31, 2020Updated 6 years ago
- This project uses a variety of advanced voiceprint recognition models such as EcapaTdnn, ResNetSE, ERes2Net, CAM++, etc. It is not exclud…☆1,319Updated this week
- 求取语音的MFCC参数和GFCC参数,可用于语音信号特征提取☆10Jul 19, 2021Updated 5 years ago
- MMM 2021: Crossed-Time Delay Neural Network for Speaker Recognition☆11Dec 4, 2021Updated 4 years ago
- Final project for the Speaker Recognition course on Udemy, 机器之心, 深蓝学院 and 语音之家☆48May 7, 2024Updated 2 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- 基于Kersa实现的声纹识别模型☆158Sep 19, 2024Updated 2 years ago
- Speaker Recognition System using MFCC and GMM.☆24Apr 8, 2018Updated 8 years ago
- I-Vector Speaker recognition system implemented with MSRIT in matlab☆15Jan 12, 2016Updated 10 years ago
- A speaker recognition system which uses GMM-UBM for use in an Android application which helps in monitoring patients suffering from Schiz…☆55Jun 13, 2018Updated 8 years ago
- Research code for the paper "Training speaker recognition systems with limited data" at https://arxiv.org/abs/2203.14688☆13Dec 2, 2024Updated last year
- Speaker diarization with GMM-UBM and MAP Adaptation☆30Sep 13, 2018Updated 8 years ago
- This Repository includes four different implementations of the Speaker Verification task including the GMM_UBM, Ivector, Deep-Speaker, an…☆32Jul 3, 2018Updated 8 years ago
- The official repo/implementation of the paper "Training a Singing Transcription Model Using Connectionist Temporal Classification Loss an…☆13Mar 25, 2025Updated last year
- matlab 说话人语音识别☆22Jul 22, 2017Updated 9 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- 基于dVector的说话人识别keras☆89Nov 30, 2020Updated 5 years ago
- Unofficial reimplementation of ECAPA-TDNN for speaker recognition (EER=0.86 for Vox1_O when train only in Vox2)☆825Apr 11, 2024Updated 2 years ago
- 集美大学人工智能期末作业,实现通过声纹识别人物☆27Jun 9, 2019Updated 7 years ago
- An tensorflow implementation of ghostvlad for speaker recognition☆15May 2, 2019Updated 7 years ago
- 未来杯语音赛道说话人识别的baseline☆49Apr 9, 2019Updated 7 years ago
- Attention Backend for Aotumatic Speaker Verification with Multiple Enrollment Utterances☆50Oct 27, 2022Updated 3 years ago
- introduction to iVectors with available speech data☆11Mar 4, 2016Updated 10 years ago
- 声纹识别解锁,一款使用声纹加密Android APP的应用☆15Jul 7, 2016Updated 10 years ago
- 提供一种基于深度学习的光纤传感水声信号识别方法,该方法降低了光纤传感水声信号识别的难度,通过最优聚类模型,将无监督学习方式转化为有监督学习的方式,使识别未知的目标事件信号成为可能;以光纤传感系统自身固有噪声信号分解分量作为训练数据,构建开集识别网络,可用于识别任意不属于系统…☆12Aug 30, 2022Updated 4 years ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- Text-Dependent Speaker Recognition System with Machine Learning Techniques☆10Dec 31, 2017Updated 8 years ago
- Develop speaker recognition model based on i-vector using TIMIT database☆16Jul 4, 2019Updated 7 years ago
- 本项目使用了EcapaTdnn、ResNetSE、ERes2Net、CAM++等多种先进的声纹识别模型,同时本项目也支持了MelSpectrogram、Spectrogram、MFCC、Fbank等多种数据预处理方法☆320Dec 17, 2025Updated 9 months ago
- Simple d-vector based Speaker Recognition (verification and identification) using Pytorch☆213Jul 17, 2020Updated 6 years ago
- ☆19Jun 25, 2012Updated 14 years ago
- Speaker verification using ResnetSE (EER=0.0093) and ECAPA-TDNN☆97Sep 15, 2021Updated 5 years ago
- VAD + resampling | High resolution spectrogram☆14Nov 29, 2022Updated 3 years ago
- ☆14Jun 14, 2013Updated 13 years ago
- A curated list of awesome Voiceprint Recognition papers☆19Jul 9, 2021Updated 5 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- CN-Celeb, a large-scale Chinese celebrities dataset published by Center for Speech and Language Technology (CSLT) at Tsinghua University.☆80Nov 9, 2019Updated 6 years ago
- A curated list of speaker-embedding speaker-verification, speaker-identification resources.☆52Aug 12, 2021Updated 5 years ago
- Implementing speaker recognition using Python (GMM-UBM)☆30Apr 20, 2018Updated 8 years ago
- Stochastic Variance Reduced Ensemble Adversarial Attack for Boosting the Adversarial Transferability☆24Oct 16, 2022Updated 3 years ago
- Pytorch implementation of Extended U-Net for Speaker Verification in Noisy Environments☆28Jul 24, 2023Updated 3 years ago
- 语音识别 MFCCs特征处理 cnn神经网络☆104Jan 22, 2019Updated 7 years ago
- This is now the official location of the Kaldi project.☆10Aug 22, 2019Updated 7 years ago