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mingmchen's Projects

rokid-blacksiren icon rokid-blacksiren

Rokid语音服务中,针对嵌入式设备环境的前端降噪模块

rvidenet icon rvidenet

Supervised Raw Video Denoising with a Benchmark Dataset on Dynamic Scenes. CVPR 2020

september icon september

:microphone: A text-independent real-time speaker recognition system

sesame icon sesame

An OpenId Connect based voice print identification server

simpletpu icon simpletpu

A CNN accelerator, following Google's TPU V1.

snips-nlu icon snips-nlu

Snips Python library to extract meaning from text

sonic icon sonic

Simple library to speed up or slow down speech

speaker-id icon speaker-id

This repository contains audio samples and supplementary materials accompanying publications related to the speaker-id team at Google.

speaker-recognition-using-neuralnet icon speaker-recognition-using-neuralnet

Used an audio dataset of 37 speakers each speaking 37 scripts in a variety of ways like whispering, speaking fast, etc. Aims at recognizing the identity of a speaker in a voice recording. Using Tensorflow to model a multi neural network and achieved an accuracy of 91%.

speakeridentificationneuralnetworks icon speakeridentificationneuralnetworks

⇨ 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 highlight of the system is that it can identify the Speaker's voice in a Multi-Speaker Environment too. Multi-layer Perceptron (MLP) Neural Network based on error back propagation training algorithm was used to train and test the system. ⇨ The system response time was 74 µs with an average efficiency of 95%.

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