Results 1 to 10 of about 492,976 (275)
Streaming End-to-End Target-Speaker Automatic Speech Recognition and Activity Detection
IEEE Access, 2023 Automatic speech recognition of a target speaker in the presence of interfering speakers remains a challenging issue. One approach to tackle this problem is target-speaker speech recognition, which conditions the recognition process on an embedding that ...
Takafumi Moriya +4 more
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U-Vectors: Generating Clusterable Speaker Embedding from Unlabeled Data
Applied Sciences, 2021 Speaker recognition deals with recognizing speakers by their speech. Most speaker recognition systems are built upon two stages, the first stage extracts low dimensional correlation embeddings from speech, and the second performs the classification task.
Muhammad Firoz Mridha +5 more
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Survey of Speaker Adaptation Methods in Speech Recognition
Jisuanji kexue yu tansuo, 2021 Speech is one of the ways of human-computer interaction, and speech recognition technology is an important part of artificial intelligence. In recent years, the application of neural network technology in the field of speech recognition has developed ...
ZHU Fangyuan, MA Zhiqiang, CHEN Yan, ZHANG Xiaoxu, WANG Hongbin, BAO Caijilahu
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Deep Speaker Recognition: Process, Progress, and Challenges
IEEE Access, 2021 Speaker recognition is related to human biometrics dealing with the identification of speakers from their speech. Speaker recognition is an active research area and being widely investigated using artificially intelligent mechanisms.
Abu Quwsar Ohi +3 more
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Unsupervised and Semi-Supervised Speech Recognition System: A Review [PDF]
Al-Rafidain Journal of Computer Sciences and Mathematics, 2023 Voice is a behavioral biometric that may reveal a person's age, gender, ethnicity, and emotional state. Speaker recognition is the method of identifying individuals through their sounds. Despite the fact that over the last eight decades, academics
Mazin Al-Zakarya, Yusra Al-Irhaim
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Applied Sciences, 2022 The performance of speaker recognition systems is very well on the datasets without noise and mismatch. However, the performance gets degraded with the environmental noises, channel variation, physical and behavioral changes in speaker.
Wondimu Lambamo +2 more
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Speaker Recognition Systems in the Last Decade – A Survey [PDF]
Engineering and Technology Journal, 2021 Speaker Recognition Defined by the process of recognizing a person by his\her voice through specific features that extract from his\her voice signal. An Automatic Speaker recognition (ASP) is a biometric authentication system.
Ahmed M. Ahmed, Aliaa K. Hassan
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A Survey of Speaker Recognition: Fundamental Theories, Recognition Methods and Opportunities
IEEE Access, 2021 Humans can identify a speaker by listening to their voice, over the telephone, or on any digital devices. Acquiring this congenital human competency, authentication technologies based on voice biometrics, such as automatic speaker recognition (ASR), have
Muhammad Mohsin Kabir +4 more
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Deep ATC speaker recognition based on voiceprint aggregation [PDF]
Zhihui kongzhi yu fangzhen, 2023 For the problem of ATC speaker recognition, a method based on voiceprint feature aggregation is proposed, which could distinguish different speakers from an audio stream.
LI Yin-xuan, TANG Wen-yi, YANG Tao, WANG Xue-chuan, LI Cheng-xiang
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Speaker Re-identification with Speaker Dependent Speech Enhancement [PDF]
, 2020 While the use of deep neural networks has significantly boosted speaker recognition performance, it is still challenging to separate speakers in poor acoustic environments.
Hain, Thomas, Huang, Qiang, Shi, Yanpei
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