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夜雨飘零 yeyupiaoling

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博客：https://yeyupiaoling.cn
1.2k followers · 1 following

Achievements

Achievement: Pull Sharkx2Achievement: YOLOAchievement: Pair ExtraordinaireAchievement: QuickdrawAchievement: Starstruckx3Achievement: Arctic Code Vault Contributor

Achievements

Achievement: Pull Sharkx2Achievement: YOLOAchievement: Pair ExtraordinaireAchievement: QuickdrawAchievement: Starstruckx3Achievement: Arctic Code Vault Contributor
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yeyupiaoling/README.md

开发者，你们好！

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核心项目

项目类型 Pytorch版本 PaddlePaddle版本 备注
语音识别 MASR PPASR
声纹识别 VoiceprintRecognition-Pytorch VoiceprintRecognition-PaddlePaddle
声音分类 AudioClassification-Pytorch AudioClassification-PaddlePaddle
语音情感识别 SpeechEmotionRecognition-Pytorch SpeechEmotionRecognition-PaddlePaddle
语音合成 VITS-Pytorch VITS-PaddlePaddle

语音项目

  1. 基于PaddlePaddle动态图实现的语音识别项目：PPASR GitHub Repo stars
  2. 基于Pytorch实现的语音识别项目：MASR GitHub Repo stars
  3. 微调Whisper模型和加速推理：Whisper-Finetune GitHub Repo stars
  4. 基于PaddlePaddle静态图实现的语音识别项目：PaddlePaddle-DeepSpeech GitHub Repo stars
  5. 基于Pytorch实现的声音分类项目：AudioClassification-Pytorch GitHub Repo stars
  6. 基于PaddlePaddle实现声音分类项目：AudioClassification-PaddlePaddle GitHub Repo stars
  7. 基于PaddlePaddle实现声纹识别项目：VoiceprintRecognition-PaddlePaddle GitHub Repo stars
  8. 基于Pytorch实现声纹识别项目：VoiceprintRecognition-Pytorch GitHub Repo stars
  9. 基于Tensorflow实现声纹识别项目：VoiceprintRecognition-Tensorflow GitHub Repo stars
  10. 基于Keras实现声纹识别项目：VoiceprintRecognition-Keras GitHub Repo stars
  11. 基于PaddlePaddle实现的语音情感识别：SpeechEmotionRecognition-PaddlePaddle GitHub Repo stars
  12. 基于Pytorch实现的语音情感识别：SpeechEmotionRecognition-Pytorch GitHub Repo stars
  13. 基于PaddlePaddle实现的VIST语音合成：VITS-PaddlePaddle GitHub Repo stars
  14. 基于Pytorch实现的VIST语音合成：VITS-Pytorch GitHub Repo stars

视觉项目

  1. 基于PaddlePaddle实现的人脸识别项目：PaddlePaddle-MobileFaceNets GitHub Repo stars
  2. 基于Pytorch实现的人脸识别项目：Pytorch-MobileFaceNet GitHub Repo stars
  3. 基于PaddlePaddle实现的SSD目标检测模型：PaddlePaddle-SSD GitHub Repo stars
  4. 基于Pytorch实现的人脸关键点检测MTCNN模型：Pytorch-MTCNN GitHub Repo stars
  5. 基于PaddlePaddle实现的人脸关键点检测MTCNN模型：PaddlePaddle-MTCNN GitHub Repo stars
  6. 基于PaddlePaddle实现的文字识别CRNN模型：PaddlePaddle-CRNN GitHub Repo stars
  7. 基于PaddlePaddle实现的人流密度CrowdNet模型：PaddlePaddle-CrowdNet GitHub Repo stars
  8. 基于MXNET实现的年龄性别识别项目：Age-Gender-MXNET GitHub Repo stars
  9. 使用Tensorflow Lite、Paddle Lite、MNN、TNN框架在Android上不是图像分类模型：ClassificationForAndroid GitHub Repo stars
  10. 基于PaddlePaddle实现的PP-YOLOE模型：PP-YOLOE GitHub Repo stars
  11. 在Android部署的人脸检测、口罩识别、关键检测模型：FaceKeyPointsMask GitHub Repo stars
  12. 在Android上部署语义分割模型实现换人物背景：ChangeHumanBackground GitHub Repo stars
  13. 使用Tensorflow实现的人脸识别项目：Tensorflow-FaceRecognition GitHub Repo stars

系列教程

  1. PaddlePaddle V2版本系列教程：LearnPaddle GitHub Repo stars
  2. PaddlePaddle Fluid版本系列教程：LearnPaddle2 GitHub Repo stars

书籍源码

  1. 《PaddlePaddle从入门到实战》源码：PaddlePaddleCourse GitHub Repo stars
  2. 《深度学习应用实战之PaddlePaddle》源码：BookSource GitHub Repo stars
github contribution grid snake animation

Pinned Loading

  1. PPASR PPASR Public

    基于PaddlePaddle实现端到端中文语音识别，从入门到实战，超简单的入门案例，超实用的企业项目。支持当前最流行的DeepSpeech2、Conformer、Squeezeformer模型

    Python 869 128

  2. MASR MASR Public

    Pytorch实现的流式与非流式的自动语音识别框架，同时兼容在线和离线识别，目前支持Conformer、Squeezeformer、DeepSpeech2模型，支持多种数据增强方法。

    Python 728 116

  3. VoiceprintRecognition-PaddlePaddle VoiceprintRecognition-PaddlePaddle Public

    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

    Python 322 47

  4. VoiceprintRecognition-Pytorch VoiceprintRecognition-Pytorch Public

    This project uses a variety of advanced voiceprint recognition models such as EcapaTdnn, ResNetSE, ERes2Net, CAM++, etc. It is not excluded that more models will be supported in the future. At the …

    Python 1.3k 170

  5. AudioClassification-PaddlePaddle AudioClassification-PaddlePaddle Public

    基于PaddlePaddle实现的音频分类，支持EcapaTdnn、PANNS、TDNN、Res2Net、ResNetSE等各种模型，还有多种预处理方法

    Python 101 16

  6. AudioClassification-Pytorch AudioClassification-Pytorch Public

    The Pytorch implementation of sound classification supports EcapaTdnn, PANNS, TDNN, Res2Net, ResNetSE and other models, as well as a variety of preprocessing methods.

    Python 603 104

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