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In-depth articles on AI agents, LLM engineering, servers, Python and software development.

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ECAPa-TDNN Speaker Recognition Model Implemented Based on PaddlePaddle
May 01, 2022 · PaddlePaddle

This project is a voiceprint recognition system based on PaddlePaddle. It covers application scenarios from data preprocessing, model training to voiceprint recognition and comparison, and is suitable

# PaddlePaddle # Deep Learning # Python 953 views
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Adding Punctuation Marks to Speech Recognition Text
Jan 13, 2022 · PaddlePaddle

This paper introduces a method for adding punctuation marks to speech recognition text according to grammar, mainly divided into four steps: downloading and decompressing the model, installing PaddleN

# Python # Deep Learning # PaddlePaddle 1,140 views
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PPASR Streaming and Non-Streaming Speech Recognition
Nov 30, 2021 · PaddlePaddle

This document introduces how to deploy and test a speech recognition model implemented using PaddlePaddle, and provides various methods to execute and demonstrate the model's functionality. The follow

# Artificial Intelligence # Deep Learning # PaddlePaddle 904 views
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Processing and Usage of the WenetSpeech Dataset
Nov 30, 2021 · Speech

The WenetSpeech dataset provides over 10,000 hours of Mandarin Chinese speech, categorized into strong-labeled (10,005 hours), weak-labeled (2,478 hours), and unlabeled (9,952 hours) subsets, suitable

# Speech Recognition # PaddlePaddle # WenetSpeech 963 views
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Fast Face Recognition Model Implemented with PaddlePaddle
Nov 03, 2021 · PaddlePaddle

This project develops a small and efficient face recognition system based on the ArcFace and PP-OCRv2 models. The training dataset is emore (containing 85,742 individuals and 5,822,653 images), and th

# Deep Learning # Computer Vision # Artificial Intelligence 743 views
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A Fast Face Recognition Model Implemented Based on PyTorch
Nov 03, 2021 · Pytorch

This project aims to develop a face recognition system with small models, high recognition accuracy, and fast inference speed. The training data is sourced from the emore dataset (5.82 million images)

# Pytorch # Deep Learning # Artificial Intelligence 780 views
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PPASR Speech Recognition (Advanced Level)
Sep 18, 2021 · PaddlePaddle

This project is an end-to-end Automatic Speech Recognition (ASR) system implemented based on Kaldi and MindSpore. The system architecture includes multiple stages such as data collection, preprocessin

# Speech Recognition # Deep Learning # PaddlePaddle 891 views
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Sound Classification Based on PyTorch
Aug 20, 2021 · Deep Learning

This code is mainly based on the PaddlePaddle framework and is used to implement a speech recognition system based on acoustic features. The project structure is clear, including functional modules su

# Python # Artificial Intelligence # Deep Learning 1,113 views
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Speech Recognition Model Based on PyTorch
Jul 06, 2021 · Deep Learning

This project demonstrates how to use the PaddlePaddle framework for voiceprint recognition, covering multiple steps from model training to application deployment. The following are some key points and

# Pytorch # Deep Learning # Voiceprint Recognition 933 views
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Chinese Speaker Recognition Based on TensorFlow 2
Jul 06, 2021 · TensorFlow

This project well demonstrates how to use deep learning models for voiceprint recognition and voiceprint comparison. Below, I will optimize and improve the code and provide some suggestions to better

# Tensorflow # Deep Learning # Voiceprint Recognition 784 views