Speech Recognition

Recent Advances in Low-Resource Few-Shot Continuous Speech Recognition

by
Recent Advances in Low-Resource Few-Shot Continuous Speech Recognition

Special Column: Machine Learning and Computational Applications Host: Zhang Zhen: Deputy Director of the National Engineering Laboratory for Collaborative Security Technology of Big Data Preface: Machine learning is an important branch of artificial intelligence, involving multiple disciplines such as probability theory, statistics, and algorithm complexity theory. By allowing computers to automatically learn and extract patterns … Read more

Building a Complete Chinese Speech Recognition System

by
Building a Complete Chinese Speech Recognition System

Introduction This article builds a complete Chinese speech recognition system, including acoustic models and language models, capable of recognizing input audio signals as Chinese characters. The system implements acoustic model and language model modeling in speech recognition based on deep frameworks, where the acoustic models include CNN-CTC, GRU-CTC, CNN-RNN-CTC, and the language models include transformer … Read more

Using OpenAI’s Whisper Model for Speech Recognition

by
Using OpenAI's Whisper Model for Speech Recognition

Source: DeepHub IMBA This article has about 2200words, and it is recommended to read in 5minutes This article will explain the types of datasets used for training, the training methods of the model, and how to use Whisper. Speech recognition is a field of artificial intelligence that allows computers to understand human speech and convert … Read more

Voice Recognition Technology in Human-Computer Interaction

by
Voice Recognition Technology in Human-Computer Interaction

In interpersonal communication, speech is one of the most natural and direct ways. With the advancement of technology, more and more people expect computers to have the ability to communicate verbally, which has led to increasing attention to voice recognition technology. Especially with the application of deep learning technology in voice recognition, the performance of … Read more

The Future of Speech Recognition in the Next Decade

by
The Future of Speech Recognition in the Next Decade

Follow the public account “ML_NLP“ Set as “Starred“, delivering heavy content promptly! Reprinted from | 21dB Acoustics Awni Hannun, an outstanding scientist at Zoom and former employee at Facebook and Baidu Silicon Valley, recently wrote a paper predicting the development of speech recognition technology in the next decade. In this paper, the author first reviews … Read more

How Siri Understands Your Voice Commands

by
How Siri Understands Your Voice Commands

Source from AI Light and Shadow Society Currently, many smartphones have voice assistants installed, such as Apple’s Siri and Huawei’s HiAssistant. These software act like electronic assistants, enabling conversations with their users and helping them perform simple tasks like checking the weather or making phone calls. So, how do voice assistants understand user commands? Here, … Read more

Overview of Unresolved Issues in Speech Recognition

by
Overview of Unresolved Issues in Speech Recognition

Selected from Awni Translated by Machine Heart Contributors:Nurhachu Null, Lu Xue After 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 levels and still has multiple unresolved issues. This article introduces the unresolved problems in speech recognition from … Read more

Applications and Development of Speech Recognition Technology

by
Applications and Development of Speech Recognition Technology

Click the image above to easily learn electronic knowledge by following “Chuangxue Electronics”. Chuangxue Electronics Subscription Account Daily updates on technical articles in the electronics industry and the latest news on microcontrollers, making it easy to learn anytime, anywhere. Speech recognition is a high-tech that enables machines to automatically recognize and understand human spoken language … Read more

What Is Auditory? Machine Hearing?

by
What Is Auditory? Machine Hearing?

Auditory Sound waves act on the auditory organs, causing sensory cells to become excited and triggering impulses in the auditory nerve that transmit information to the brain. After analysis by various levels of the auditory centers, this results in the sensation of hearing. External sound waves are transmitted through a medium to the outer ear … Read more

Typical Military Applications of Speech Recognition Technology

by
Typical Military Applications of Speech Recognition Technology

Think Tank Highlights #GlobalDefenseDynamics #USMilitaryDynamics #RussianMilitaryDynamics #TaiwanKeyIssues #WeChatStoreAvailable #SouthKorea #Raytheon #Japan #ElectronicWarfare #NortheastAsiaMilitaryDynamics #Unmanned Typical Military Applications of Speech Recognition Technology Author: Military Eagle Think Tank Source: Military Eagle Dynamics Language and military operations have always had a natural connection. Generally, military activities such as organization and command, propaganda, enemy communication, and code interpretation cannot … Read more