AI Agent

Image Verification Codes and Large-Scale Image Recognition Technology

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Image Verification Codes and Large-Scale Image Recognition Technology

To distinguish between humans and computers, many services on the Internet use CAPTCHA technology, such as email applications, bank system logins, and transaction confirmations in e-commerce systems. Although character recognition remains the most commonly used method for CAPTCHAs, image semantic recognition-based CAPTCHAs have gradually appeared in some important Internet applications and have sparked heated discussions. … Read more

What Is Image Recognition?

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What Is Image Recognition?

Image recognition is a subfield of artificial intelligence and a fascinating, rapidly developing technology that has significant impacts on many industries and various aspects of daily life. From facial recognition software to autonomous vehicles, image recognition plays a crucial role in many technologies we interact with daily. Essentially, image recognition is the process by which … Read more

Professor Zhang Changshui from Tsinghua University: Machine Learning Behind Image Recognition

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Professor Zhang Changshui from Tsinghua University: Machine Learning Behind Image Recognition

1Recommended by New Intelligence Source: Authorized Reprint by Data Party Author: Zhang Changshui [New Intelligence Guide]Professor Zhang Changshui from the Department of Automation at Tsinghua University delivered a speech titled ‘Image Recognition and Machine Learning’ at the ‘Tsinghua Artificial Intelligence’ forum, introducing the development, application, and challenges of image recognition technology, with a particular emphasis … Read more

Understanding Image Recognition and Machine Learning

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Understanding Image Recognition and Machine Learning

◆ ◆ ◆ Introduction: On June 6th at the Tsinghua Artificial Intelligence Forum, Academician Zhang Bo warned us to face the current “AI craze” with calmness. Professors Wang Shengjin, Zhang Changshui, Zheng Fang, Microsoft’s Rui Yong, and Sogou’s Wang Xiaochuan also spoke. The brilliant speeches from academic leaders and industry guests sparked a wealth of … Read more

Enhancing Online Speech Recognition Efficiency with Upgraded Algorithms

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Enhancing Online Speech Recognition Efficiency with Upgraded Algorithms

Recently, Alibaba algorithm expert Kun Cheng participated in the ICASSP 2017 conference with the paper titled Improving Latency-Controlled BLSTM Acoustic Models for Online Speech Recognition. Author Kun Cheng communicating with attendees The research of this paper is based on the premise that to achieve better speech recognition accuracy, the Latency-controlled BLSTM model was used in … Read more

Baidu Proposes New Framework for Speech Recognition Using GAN

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Baidu Proposes New Framework for Speech Recognition Using GAN

Selected from arXiv Authors: Anuroop Sriram et al. Translated by Machine Heart Contributors: Li Yazhou, Li Zenan Baidu recently published a paper proposing the use of Generative Adversarial Networks (GAN) to achieve a robust speech recognition system. The authors state that the new framework does not rely on the domain-specific knowledge or simplified assumptions often … Read more

Overview of Unresolved Issues in Speech Recognition

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Overview of Unresolved Issues in Speech Recognition

Excerpt from Awni Translation by Machine Heart Contributors:Nurhachu Null,Lu Xue Since the application of deep learning in the field of speech recognition, the word error rate has significantly decreased. However, speech recognition has not yet reached human-level performance and still faces multiple unresolved issues. This article discusses various aspects of the unresolved problems in speech … Read more

An In-Depth Analysis of Baidu’s Speech Recognition and Wake-Up Technology

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An In-Depth Analysis of Baidu's Speech Recognition and Wake-Up Technology

With the popularization of artificial intelligence, speech has become an important interaction method, especially since Baidu’s speech recognition and wake-up technology was launched, it has attracted widespread attention from developers. On August 6, at the 65th “Analysis and Practice of Baidu Speech Recognition and Wake-Up Technology” salon jointly held by Baidu Developer Center and InfoQ, … Read more

Voice Recognition Enters the CNN Era: A New Framework for Spectrogram Analysis

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Voice Recognition Enters the CNN Era: A New Framework for Spectrogram Analysis

Recommended by New Intelligence1 Authorized Reprint by iFlytek Author: iFlytek Research Institute In recent years, artificial intelligence has become increasingly intertwined with human life. People have long envisioned a true Jarvis at their side, hoping that one day computers can truly listen, speak, understand, and think like humans. An important prerequisite for achieving this goal … Read more

OceanGPT: A Large Language Model for Ocean Science

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OceanGPT: A Large Language Model for Ocean Science

The ocean covers approximately 71% of the Earth’s surface and plays a crucial role in global climate regulation, weather patterns, biodiversity, and human economic development. Ocean science focuses on studying the natural characteristics of the ocean, its changing patterns, and the theories, methods, and applications related to the development and utilization of ocean resources. This … Read more