git clone https://github.com/FLamefiREz/speaker-verification.git cd speaker-verification 获取声纹特征向量 修改对应main函数中的变量即可 python verification.py 音频降噪模块 python CMGAN/inference.py 声纹识别服务 python verification_app.py 服务端口5052,也可以使用脚本启动,日志见log/。 服务接收参数可以...
An LDA/PLDA estimator using KALDI in python for speaker verification tasks Installation Make sure that you have KALDI compiled and installed. Further make sure that KALDI was compiled using the option --shared, during ./configure (e.g. ./configure --shared). Moreover the included ATLAS within...
模型训练完成后,需要对得到的模型进行测试,在SpeakerRec目录下有两个测试脚本:speaker_verification_plda.py和speaker_verification_cosine.py,通常来收plda效果会好一些,但是cosine的实现更好理解,此处用的是plda测试,同样是一行命令就可以完成 python speaker_verification_cosine.py hparams/verification_plda_xvector.yaml...
考虑到语音识别领域有了Wenet这么优秀的项目,但声纹识别方向好像还没这样的方案,所以就以声纹识别为准了,声纹模型可能不是最新,最终性能肯定也不是最好,但是如果能把各个部分都讲清楚,系统能独立的工作,目的就达到了。 1. 目标 OpenSpeaker是一个完全独立并开源的说话人识别项目,它提供了包括数据准备、模型训练...
To this end, we introduce a new open-source toolkit, ASVtorch, implemented in Python using the widely used PyTorch machine learning framework.doi:10.1016/j.softx.2021.100697Kong Aik Lee aVille Vestman bTomi Kinnunen bSoftwareX
This repository is an implementation ofTransfer Learning from Speaker Verification to Multispeaker Text-To-Speech Synthesis(SV2TTS) with a vocoder that works in real-time. This was mymaster's thesis. SV2TTS is a deep learning framework in three stages. In the first stage, one creates a digi...
In this quickstart, you use speaker recognition to confirm who is speaking. Learn about common design patterns for working with speaker verification and identification.
In this quickstart, you use speaker recognition to confirm who is speaking. Learn about common design patterns for working with speaker verification and identification.
官方Python SDK: https://github.com/Microsoft/Cognitive-SpeakerRecognition-Python 第三方封装库:https://github.com/robladbrook/ms-cognitive-speaker-recognition Request URL https://westus.api.cognitive.microsoft.com/spid/v1.0/ + xxx verification & identification ...
python-version: ${{ matrix.python-version }} - name: Run shell: bash run: | cd scripts/nemo/speaker-verification ./run.sh mv -v *.onnx ../../.. - name: Release uses: svenstaro/upload-release-action@v2 with: file_glob: true file: ./*.onnx overwrite: true repo_name: k2-fsa...