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[11]. Li L, Yong Z, Jiang D, et al. 2013 Hybrid Deep Neural Network--Hidden Markov Model (DNN-HMM) Based Speech Emotion Recognition[C]// Affective Computing & Intelligent Interaction. IEEE.
[12]. Wang S, Clark R, Wen H, et al. 2018 End-to-end, sequence-to-sequence probabilistic visual odometry through deep neural networks[J]. The International journal of robotics research, 37(4-5):513-542.
[13]. Gan, Z.Y., Jia, H.J., Ruan, W.B., et al. 2016 Chinese-Tibetan cross-language voice conversion method and system,.
[14]. Franyell Silfa, Jose-Maria Arnau, Antonio Gonzàlez et al. Boosting LSTM Performance Through Dynamic Precision Selection, Computer Architecture Deparment, Universitat Politecnica de Catalunya.
[15]. Shiu, Yu; Kuo, C. -C. J. et al. 2005 Music genre classification via likelihood fusion from multiple feature models, Proceedings of the SPIE, Volume 5682, p. 258-268.
[16]. Abdel-Hamid O, Hui J. 2013 Fast speaker adaptation of hybrid NN/HMM model for speech recognition based on discriminative learning of speaker code[C]// IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP) 2013. IEEE.
[17]. Saon G. 2006 A Non-Linear Speaker Adaptation Technique using Kernel Ridge Regression[C]// Acoustics, Speech and Signal Processing, 2006. ICASSP 2006 Proceedings. 2006 IEEE International Conference on. IEEE.
[18]. Jayamaha R, Senadheera M, Gamage T, et al. 2009 VoizLock - Human Voice Authentication System using Hidden Markov Model[C]// International Conference on Information & Automation for Sustainability. IEEE.
[19]. Fan R, Liu G. 2018 CNN-Based Audio Front End Processing on Speech Recognition[C]// 349- 354.
[20]. Meng X, Liu C, Zhang Z, et al. 2014 Noisy training for deep neural networks[C]// 2014 IEEE China Summit & International Conference on Signal and Information Processing (ChinaSIP). IEEE.
[21]. Assael Y M, Shillingford B, Whiteson S, et al. LipNet: End-to-End Sentence-level Lipreading[J]. 2016.
[22]. Ochiai T, Watanabe S, Hori T, et al. 2017 A Unified Architecture for Multichannel End-to-End Speech Recognition with Neural Beamforming[J]. IEEE Journal of Selected Topics in Signal Processing, (8):1-1.
[23]. “Voice Search - Are you ready for the voice revolution?” https://www.innovationvisual.com/services/organic-search-seo/voice-search
[24]. “HOW DOES SPEECH RECOGNITION WORK?” https://masterartificialintelligence.com/how-speech-recognition-work/
[25]. elson, richard n., moutz, mitchell dubu, houte, james k. Acoustic evaluation and / or control of the fluid contents of the reservoir, JP4559218B2[P]. 2010.
[26]. Wang Y, Li J, Wang H, et al. 2021 Wav2vec-Switch: Contrastive Learning from Original-noisy Speech Pairs for Robust Speech Recognition[J].
[27]. Shinoda K. 2005 Speaker adaptation techniques for speech recognition using probabilistic models[J]. Electronics and Communications in Japan (Part III Fundamental Electronic Science), 88(12):25-42.
[28]. Kim C W, Eom K W, Lee J W, et al. Signal Separation System and Method for Automatically Selecting Threshold to Separate Sound Sources: Us, Us20110182437 A1[P].
[29]. Shiyu Zhou, 2018 Research on Multilingual Speech Recognition for Low-resource Languages, Beijing, Chinese Academy of Sciences (CAS).
Cite this article
Xiao,L. (2023). The Development and Status of Speech Recognition: An Overview. Applied and Computational Engineering,8,192-204.
Data availability
The datasets used and/or analyzed during the current study will be available from the authors upon reasonable request.
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References
[1]. Ar E. Turkish Dictation System for Radiology and Broadcast News Applications.
[2]. Future of eCommerce Development - 10 Trends Not to Miss in 2020. https://www.unifiedinfotech.net/blog/e-commerce-web-development-design-trends-for2017/
[3]. Proceedings. 9th IEEE International Workshop on Cellular Neural Networks and their Applications (IEEE Cat. No. 05TH8814) [C]// 2005 9th International Workshop on Cellular Neural Networks and Their Applications.
[4]. Fan, Ruchao. 2018 [IEEE 2018 International Conference on Audio, Language and Image Processing (ICALIP) - Shanghai, China (2018.7.16-2018.7.17)] 2018 International Conference on Audio, Language and Image Processing (ICALIP) - CNN-Based Audio Front End Processing on Speech Recognition [J]. pp123-127.
[5]. Jing Liu, Xinguang Xiang. [IEEE 2017 12th IEEE Conference on Industrial Electronics and Applications (ICIEA) - Siem Reap, Cambodia (2017.6.18-2017.6.20)] 2017 12th IEEE Conference on Industrial Electronics and Applications (ICIEA) - Review of the Anti-Noise Method in the Speech Recognition Technology [C]// 2017 12th IEEE Conference on Industrial Electronics and Applications (ICIEA).
[6]. Florez-Choque O, Cuadros-Vargas E. 2007 Improving Human Computer Interaction through Spoken Natural Language[C]// IEEE Symposium on Computational Intelligence in Image & Signal Processing. IEEE.
[7]. Zhu H, Deng Y, Ding P, et al. Apparatus and Method for Training A Neutral Network Acoustic Model, And Speech Recognition Apparatus and Method.
[8]. Handling OOVWords in Mandarin Spoken Term Detection with an Hierarchical n-Gram Language Model[J]. Chinese Journal of Electronics, 2017(06):1239-1244.
[9]. Candy J V. Discrete Hidden Markov Model Bayesian Processors[C]// Bayesian Signal Processing: Classical, Modern, and Particle Filtering Methods.
[10]. Andrew H, Cheryl H, Louise H, et al. 2016 Does smoke-free Ireland have more smoking inside the home and less in pubs than the United Kingdom? Findings from the international tobacco control policy evaluation project[J]. European journal of public health, Vol. 18, No. 1, 2008:63-65.
[11]. Li L, Yong Z, Jiang D, et al. 2013 Hybrid Deep Neural Network--Hidden Markov Model (DNN-HMM) Based Speech Emotion Recognition[C]// Affective Computing & Intelligent Interaction. IEEE.
[12]. Wang S, Clark R, Wen H, et al. 2018 End-to-end, sequence-to-sequence probabilistic visual odometry through deep neural networks[J]. The International journal of robotics research, 37(4-5):513-542.
[13]. Gan, Z.Y., Jia, H.J., Ruan, W.B., et al. 2016 Chinese-Tibetan cross-language voice conversion method and system,.
[14]. Franyell Silfa, Jose-Maria Arnau, Antonio Gonzàlez et al. Boosting LSTM Performance Through Dynamic Precision Selection, Computer Architecture Deparment, Universitat Politecnica de Catalunya.
[15]. Shiu, Yu; Kuo, C. -C. J. et al. 2005 Music genre classification via likelihood fusion from multiple feature models, Proceedings of the SPIE, Volume 5682, p. 258-268.
[16]. Abdel-Hamid O, Hui J. 2013 Fast speaker adaptation of hybrid NN/HMM model for speech recognition based on discriminative learning of speaker code[C]// IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP) 2013. IEEE.
[17]. Saon G. 2006 A Non-Linear Speaker Adaptation Technique using Kernel Ridge Regression[C]// Acoustics, Speech and Signal Processing, 2006. ICASSP 2006 Proceedings. 2006 IEEE International Conference on. IEEE.
[18]. Jayamaha R, Senadheera M, Gamage T, et al. 2009 VoizLock - Human Voice Authentication System using Hidden Markov Model[C]// International Conference on Information & Automation for Sustainability. IEEE.
[19]. Fan R, Liu G. 2018 CNN-Based Audio Front End Processing on Speech Recognition[C]// 349- 354.
[20]. Meng X, Liu C, Zhang Z, et al. 2014 Noisy training for deep neural networks[C]// 2014 IEEE China Summit & International Conference on Signal and Information Processing (ChinaSIP). IEEE.
[21]. Assael Y M, Shillingford B, Whiteson S, et al. LipNet: End-to-End Sentence-level Lipreading[J]. 2016.
[22]. Ochiai T, Watanabe S, Hori T, et al. 2017 A Unified Architecture for Multichannel End-to-End Speech Recognition with Neural Beamforming[J]. IEEE Journal of Selected Topics in Signal Processing, (8):1-1.
[23]. “Voice Search - Are you ready for the voice revolution?” https://www.innovationvisual.com/services/organic-search-seo/voice-search
[24]. “HOW DOES SPEECH RECOGNITION WORK?” https://masterartificialintelligence.com/how-speech-recognition-work/
[25]. elson, richard n., moutz, mitchell dubu, houte, james k. Acoustic evaluation and / or control of the fluid contents of the reservoir, JP4559218B2[P]. 2010.
[26]. Wang Y, Li J, Wang H, et al. 2021 Wav2vec-Switch: Contrastive Learning from Original-noisy Speech Pairs for Robust Speech Recognition[J].
[27]. Shinoda K. 2005 Speaker adaptation techniques for speech recognition using probabilistic models[J]. Electronics and Communications in Japan (Part III Fundamental Electronic Science), 88(12):25-42.
[28]. Kim C W, Eom K W, Lee J W, et al. Signal Separation System and Method for Automatically Selecting Threshold to Separate Sound Sources: Us, Us20110182437 A1[P].
[29]. Shiyu Zhou, 2018 Research on Multilingual Speech Recognition for Low-resource Languages, Beijing, Chinese Academy of Sciences (CAS).