tobiasfshr / gmm-ubm-speaker-identification-verification
Implementation of a speaker identification and a speaker verification system based on Gaussian Mixture Models (GMM) in combination with and Universal Background Model (UBM) on the YOHO dataset in MATLAB.
☆21Updated 6 years ago
Alternatives and similar repositories for gmm-ubm-speaker-identification-verification:
Users that are interested in gmm-ubm-speaker-identification-verification are comparing it to the libraries listed below
- This is a implementation of kaldi-plda.☆15Updated 6 years ago
- This project tackles the automatic spoken language recognition by a computer( 12 languages ) . Which implemented in MATLAB, Multiple Algo…☆5Updated 7 years ago
- ☆35Updated 5 years ago
- Implementing speaker recognition using Python (GMM-UBM)☆28Updated 6 years ago
- This Repository includes four different implementations of the Speaker Verification task including the GMM_UBM, Ivector, Deep-Speaker, an…☆32Updated 6 years ago
- Script to simulate room impulse responses☆14Updated 8 years ago
- Develop speaker recognition model based on i-vector using TIMIT database☆16Updated 5 years ago
- python codes to extract MFCC and FBANK speech features for Kaldi☆65Updated 6 years ago
- System for identifying speaker from given speech signal using MFCC,LPC features and Gaussian Mixture Models☆21Updated 7 years ago
- End-To-End Speaker Verification based on X-vector and Neural PLDA - A PyTorch implementation☆22Updated 2 years ago
- ☆37Updated 7 years ago
- A speaker recognition system which uses GMM-UBM for use in an Android application which helps in monitoring patients suffering from Schiz…☆55Updated 6 years ago
- Keras implementation of speech enhancement based on LSGAN☆20Updated 7 years ago
- A neural network consist of cnn and lstm for speech enhancement☆24Updated 6 years ago
- Deep Discriminative Embeddings for Duration Robust Speaker Verification☆19Updated 5 years ago
- 优研项目——说话人识别☆8Updated 9 years ago
- This folder contains Matlab programs for a toolbox for supervised speech separation using deep neural networks (DNNs).☆45Updated 8 years ago
- Robust Speech Recognition Using Generative Adversarial Networks (GAN)☆58Updated 5 years ago
- ☆13Updated 8 years ago
- Voxceleb1 i-vector based speaker recognition system☆43Updated 6 years ago
- An Experimental Study on Speech Enhancement based on DNN.☆13Updated 6 years ago
- Matlab implementation of the paper Noise Spectrum Estimation in Adverse Environments: Improved Minima Controlled Recursive Averaging☆73Updated 7 years ago
- Speaker embedding(verification and recognition) using Tensorflow with Kaldi☆41Updated 7 years ago
- An LDA/PLDA estimator using KALDI in python for speaker verification tasks☆99Updated 7 years ago
- Region proposal network based small-footprint keyword spotting (Pytorch)☆54Updated last year
- Tensorflow implementation for Speech Enhancement (DDAE)☆47Updated 6 years ago
- Using ASR posteriors instead of UBM posteriors to train i-vectors. Based on the idea proposed by Yun Lei et al., "A novel scheme for spea…☆8Updated 9 years ago
- ☆60Updated 4 years ago
- ☆9Updated 7 years ago
- "An Improved Deep Embedding Learning Method for Short Duration Speaker Verification" pytorch implementation☆19Updated 6 years ago