Speaker identification using voice MFCCs and GMM
☆54Dec 13, 2020Updated 5 years ago
Alternatives and similar repositories for Voice-based-speaker-identification
Users that are interested in Voice-based-speaker-identification are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Speaker Recognition System using MFCC and GMM.☆24Apr 8, 2018Updated 8 years ago
- Create speaker voiceprints from a few seconds of audio. And, identify individuals in real-time streaming or recorded conversations.☆15Feb 4, 2019Updated 7 years ago
- Speaker Identification System (upto 100% accuracy); built using Python 2.7 and python_speech_features library☆213Jun 5, 2020Updated 5 years ago
- It uses GMM to train a speaker identification model. The training and testing has been done on subset (34 speakers) from VoxForge data co…☆58Oct 4, 2019Updated 6 years ago
- A Python 2.7 implementation of Mel Frequency Cepstral Coefficients (MFCC) and Dynamic Time Warping (DTW) algorithms for Automated Speech …☆17Apr 23, 2018Updated 7 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.
- Trained speaker embedding deep learning models and evaluation pipelines in pytorch and tesorflow for speaker recognition.☆36Oct 4, 2019Updated 6 years ago
- Voice based gender recognition using Mel-frequency cepstrum coefficients (MFCC) and Gaussian mixture models (GMM)☆221Jul 6, 2023Updated 2 years ago
- Universal Adversarial Audio Perturbations☆17May 29, 2020Updated 5 years ago
- Machine Learning Approach to built a robust speaker recognition model using MFCC features and GMM universal background model.☆15May 30, 2020Updated 5 years ago
- speaker recognition using keras☆36Nov 29, 2022Updated 3 years ago
- This model is designed Using GMM and MFCC and tested with Hindi/English audio samples with a good resultant accuracy.☆15Jun 10, 2020Updated 5 years ago
- Python library for audio augmentation☆85Jul 6, 2023Updated 2 years ago
- Breaking Certifiable Defenses☆17Nov 22, 2022Updated 3 years ago
- ⇨ The Speaker Recognition System consists of two phases, Feature Extraction and Recognition. ⇨ In the Extraction phase, the Speaker's vo…☆39Jan 13, 2020Updated 6 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- A PyTorch 1.0 implementation of the convolutions described in SincNet☆33Jan 30, 2019Updated 7 years ago
- Software for the book: “Introduction to Audio Analysis: a MATLAB Approach”, Theodoros Giannakopoulos and Aggelos Pikrakis, Academic Press…☆13Dec 7, 2017Updated 8 years ago
- 基于HMM与MFCC特征进行数字0-9的语音识别,HMM,GMMHMM,MFCC,语音识别,sklearn,Digital Voice Recognition。☆18Jun 22, 2022Updated 3 years ago
- Simple d-vector based Speaker Recognition (verification and identification) using Pytorch☆212Jul 17, 2020Updated 5 years ago
- Deep Discriminative Embeddings for Duration Robust Speaker Verification☆19Dec 16, 2019Updated 6 years ago
- It uses GMM to train a gender detector model. The testing has been done on subset of Google's AudioSet corpus.☆19Jun 14, 2017Updated 8 years ago
- Speaker Verification☆21Sep 30, 2020Updated 5 years ago
- In this work we propose two postprocessing approaches applying convolutional neural networks (CNNs) either in the time domain or the ceps…☆28Mar 8, 2020Updated 6 years ago
- This repo contains my attempt to create a Speaker Recognition and Verification system using SideKit-1.3.1☆115May 22, 2019Updated 6 years ago
- Serverless GPU API endpoints on Runpod - Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- code for paper "Universal Adversarial Perturbations Generative Network for Speaker Recognition"☆23Nov 23, 2020Updated 5 years ago
- PyTorch implementation of "Generalized End-to-End Loss for Speaker Verification" by Wan, Li et al.☆598Jan 20, 2022Updated 4 years ago
- ☆35Apr 8, 2019Updated 7 years ago
- Keras + pyTorch implimentation of "Deep Learning & 3D Convolutional Neural Networks for Speaker Verification"☆29Jan 23, 2019Updated 7 years ago
- spafe: Simplified Python Audio Features Extraction☆480Mar 20, 2025Updated last year
- Speaker recognition/identification system in Python☆76Sep 20, 2018Updated 7 years ago
- Pytorch implementation of "Generalized End-to-End Loss for Speaker Verification"☆103Mar 18, 2019Updated 7 years ago
- 用于机器学习的语音特征提取,包含FBank和MFCC等,原理讲解和step by step的实现☆53May 17, 2019Updated 6 years ago
- brainless concatenative text to speech☆14May 11, 2021Updated 4 years ago
- Wordpress hosting with auto-scaling - Free Trial • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- VGGVox models for Speaker Identification and Verification trained on the VoxCeleb (1 & 2) datasets☆401Feb 4, 2019Updated 7 years ago
- Tensorflow implementation of "Generalized End-to-End Loss for Speaker Verification"☆368Oct 9, 2021Updated 4 years ago
- Textless Speech-to-Music Retrieval Using Emotion Similarity [ICASSP23]☆17Aug 16, 2023Updated 2 years ago
- A TensorFlow implementation for Chinese speech recognition based on DeepMind's WaveNet☆15Mar 27, 2018Updated 8 years ago
- 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)☆58Mar 31, 2020Updated 6 years ago
- Source code for paper "Breaking Security-Critical Voice Authentication".☆13Jul 10, 2023Updated 2 years ago
- MMM 2021: Crossed-Time Delay Neural Network for Speaker Recognition☆11Dec 4, 2021Updated 4 years ago