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Speech Recognition Enhancement Using Beamforming and a Genetic Algorithm
2009
2009 Third International Conference on Network and System Security
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This paper proposes a genetic algorithm (GA) based beamformer to optimize speech recognition accuracy for a pretrained speech recognizer. ...
The proposed beamformer is designed to tackle the non-differentiable and non-linear natures of speech recognition by employing the GA algorithm to search for the optimal beamformer weights. ...
Acknowledgement The authors would like to thank you Digital Ecosystems and Business Intelligence Institute, Curtin University of Technology on supporting this project. ...
doi:10.1109/nss.2009.44
dblp:conf/nss/ChanLNYL09
fatcat:r6bgs5nsmrfczodkghmikw5foy
2021 Index IEEE/ACM Transactions on Audio, Speech, and Language Processing Vol. 29
2021
IEEE/ACM Transactions on Audio Speech and Language Processing
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The Author Index contains the primary entry for each item, listed under the first author's name. ...
The primary entry includes the coauthors' names, the title of the paper or other item, and its location, specified by the publication abbreviation, year, and inclusive pagination. ...
., +, TASLP 2021 3515-3525 Machine learning algorithms CTC-N Counterfactually Fair Automatic Speech Recognition. ...
doi:10.1109/taslp.2022.3147096
fatcat:7nl52k7sjfalbhpxtum3y5nmje
Front Matter: Volume 12506
2022
Third International Conference on Computer Science and Communication Technology (ICCSCT 2022)
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network flow watermarking 15 Improved speech reconstruction with the complex-valued full convolution neural network 16 Optimization of nonlinear functions based on improved genetic algorithm 17Improvement ...
. of SPIE Vol. 12506 1250601-6 Lightweight dynamic large convolution model for real-time human pose estimation [12506-294] 25 Analysis on the number of layers in the transformer-based model for neural ...
An objective method of measuring students' achievement 23 Smart contract transaction model of blockchain for multi-source and heterogeneous distribution network Real-time contactless monitoring of respiration ...
doi:10.1117/12.2668921
fatcat:fi2vzblce5a47pygql23isp72u
Design of wavelet based phone pass filter (ppf) using genetic algorithm
2005
Proceedings of the Twenty-Second National Radio Science Conference, 2005. NRSC 2005.
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The database is recorded from 30 male speakers. Genetic algorithm is utilized in Phone Pass Filter (PPF) parameters design. ...
The problem is treated by designing a filter like algorithm to separate certain phone or a group of phones from the complete set. ...
S.,1996 [10] introduces the genetic algorithm (GA), which is used to solve the nonlinear time alignment problem of pattern comparisons in ASR. ...
doi:10.1109/nrsc.2005.194017
fatcat:3ez5npjbtrffbhrxf5ea3hnb6i
Design of the Intelligent Recognition Model for English Translation Based on the BP Neural Algorithm
2022
Security and Communication Networks
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Under the background of this English translation environment, we design an intelligent recognition algorithm of English translation based on the BP neural algorithm to improve the rationality of English ...
characteristics, such as convenience, which are very suitable for English translation. (2) The intelligent recognition model of English translation using the BP neural network makes the sentence flow ...
system performance. e results show that the system automatically classifies words and sentences and calculates the correct rate. e algorithm is used to automatically identify part of speech, collocation ...
doi:10.1155/2022/3799061
fatcat:fkxvbirngrbcdhogiz2fmezp64
An Effective and Efficient Genetic-Fuzzy Algorithm for Supporting Advanced Human-Machine Interfaces in Big Data Settings
2019
Algorithms
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genetic optimization of the membership degrees. ...
In more detail, the proposed approach deals with an humanoid robot algorithm suited for automatic vocalization acquisition from a human tutor. ...
Phonetic speech alignment of all the segments with the same transition, for instance align /pa/ and /pa/ or /at/ with /at/ and so on using the DTW algorithm which is simple and efficient for this purpose ...
doi:10.3390/a13010013
fatcat:orxv4gkxsngdpi6wssuum5ypce
Hybrid Particle Swarm Optimization-Gravitational Search Algorithm based Deep Belief Network: Speech Emotion Recognition
2021
Journal of Computational Mechanics Power System and Control
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Here, the proposed Hybrid Particle Swarm Optimization (PSO) and Gravitational Search Algorithm (GSA) algorithm are introduced to identify the optimal weight of the DBN technique. ...
One of the most important research areas is the Speech Emotion Recognition (SER) technique, which is applied in many fields such as speech processing and human-computer interaction. ...
Usually, by exploiting the algorithms, the speech recognition system involves the speech features behind the speech signal and recognizes their content. ...
doi:10.46253/jcmps.v4i3.a4
fatcat:wqhhelrlevg2ve34ixchay5ypi
Guest Editorial: Algorithms and Architectures for Machine Learning Based Speech Processing
2019
Circuits, systems, and signal processing
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The Special Section in this issue of the Circuits, Systems and Signal Processing journal focuses on "Algorithms and Architectures for Machine Learning based Speech Processing." ...
These techniques have recently shown considerable promise in applications ranging from speech enhancement for hearing aids to speech, speaker, and language recognition. ...
Rajavel deals with improving speech intelligibility in monaural segregation system by fusing voiced and unvoiced speech segments using the genetic algorithm. ...
doi:10.1007/s00034-019-01161-7
fatcat:gdnghpccmvhhbhryziw7pyar5y
Artificial Intelligence and Its Applications
2014
Mathematical Problems in Engineering
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In the paper entitled "Nonlinear predictive control of mass moment aerospace vehicles based on ant colony genetic algorithm optimization, " X. ...
The method for setting NPC parameters with ACA in which the routes of ants are optimized by the genetic algorithm (GA) is derived. ...
We hope this special issue offers a comprehensive and timely view of the area of emerging trends in artificial intelligence and its applications and that it will offer stimulation for further research. ...
doi:10.1155/2014/840491
fatcat:alknl2oy4faobn5cmcewgdroe4
A multidimensional dynamic time warping algorithm for efficient multimodal fusion of asynchronous data streams
2009
Neurocomputing
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To overcome the computational complexity of the asynchronous hidden Markov model (AHMM), we present a novel multidimensional dynamic time warping (DTW) algorithm for hybrid fusion of asynchronous data. ...
Optimally exploiting mutual information during decoding even if the input streams are not synchronous, our algorithm outperforms late and early fusion techniques in a challenging bimodal speech and gesture ...
Acknowledgments The research leading to these results has received funding from the European Community's Seventh Framework Programme (FP7/2007-2013) under grant agreement no. 211486 (SEMAINE). ...
doi:10.1016/j.neucom.2009.08.005
fatcat:zwlxz67dzfdqfjmnikvud2bstm
An English Translation Quality Evaluation Model Integrating Knowledge Transfer and Wireless Network
2022
Mobile Information Systems
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Manual evaluation is costly, time-consuming, and subjective, so it has been difficult to provide practical help for the development of machine translation systems. ...
Machine translation is to automatically translate one natural language text into another. It is one of the important applications of natural language processing. ...
Multifactorial Optimization is the first algorithm framework for multitask intelligent optimization. e model suggests that the complex characteristics of offspring formation are coinfluenced by genetic ...
doi:10.1155/2022/2086486
fatcat:tpz4ib4refd53gjdpldlljkxzi
Application of Multilayer Perceptron Genetic Algorithm Neural Network in Chinese-English Parallel Corpus Noise Processing
2021
Computational Intelligence and Neuroscience
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a fast algorithm for training the network using genetic algorithms. ...
The performance of the algorithm in genetic algorithm and neural network, with high recognition rate and unique application advantages, can achieve a win-win of time and efficiency. ...
Acknowledgments is study was supported by Social Science Projects of Guizhou Province, e relationship between family function of nuclear family and children's communicative competence (GZLCLH-2020-278) ...
doi:10.1155/2021/7144635
pmid:34966422
pmcid:PMC8712137
fatcat:afuqhmityffhtorxna2er3dbm4
Development and Practical Applications of Computational Intelligence Technology
2024
BioMedInformatics
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Biological systems are used to construct software to solve complex problems, and one type of such system is an artificial immune system (AIS), which imitates the immune system of a living body. ...
These networks are used in a wide range of applications, such as extracting knowledge from a large amount of data, learning from past actions, and creating the optimal solution (the optimization problem ...
Conflicts of Interest: The authors declare no conflict of interest. ...
doi:10.3390/biomedinformatics4010032
fatcat:3pad3sidszaahomrwpzqwiqq3i
Advanced Techniques for Computational and Information Sciences
2016
Mathematical Problems in Engineering
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Advanced techniques have been introduced to or emerging in almost every field of the scientific world for hundreds of years, which has been accelerated since the late 1970s when the advancement in computers ...
and Applications (ICITCA2014) held in Anyang of China in December 2014, which followed the success of ICITCA2013 [12] . ...
The organizers of ICITCA2014 are thanked for their consistent support during the entire journey.
William Guo Chih-Cheng Hung Paul Scheunders Bor-Chen Kuo Yihua Lan Zhiqiang Ma ...
doi:10.1155/2016/5623913
fatcat:ossne7khmjav7lknybymivyw7q
Recent innovations in speech-to-text transcription at SRI-ICSI-UW
2006
IEEE Transactions on Audio, Speech, and Language Processing
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The work encompasses all components of speech modeling found in a state-of-the-art recognition system, from acoustic features, to acoustic modeling and adaptation, to language modeling. ...
Finally, we address portability issues, such as the use of imperfect training transcripts, and language-specific adjustments required for recognition of Arabic and Mandarin. ...
Woodland and Cambridge collaborators for making their training transcripts available for the authors' work, and to BBN for sharing its BN training transcripts and Mandarin dictionary. ...
doi:10.1109/tasl.2006.879807
fatcat:z2rr7ss6fre2nlm7cj5esqvqya
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