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Text-independent speaker recognition for Ambient Intelligence applications by using Information Set Features
2017
2017 IEEE International Conference on Computational Intelligence and Virtual Environments for Measurement Systems and Applications (CIVEMSA)
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Biometric systems are enabling technologies for a wide set of applications in Ambient Intelligence (AmI) environments. ...
The proposed method first computes the Mel Frequency Cepstral Coefficients (MFCC) and then creates Information Set Features (ISF) by applying a fuzzy logic approach. ...
Index Terms-Biometrics, Human-Computer Interaction, Speaker recognition, Text-independent, Computational Intelligence, Ambient Intelligence
I. ...
doi:10.1109/civemsa.2017.7995297
fatcat:ewy5mgdm45bbpmuuuusbmymcki
Speech Emotion Analysis: Exploring the Role of Context
2010
IEEE transactions on multimedia
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We present context analysis of subject and text based on speaker/text-dependent/-independent analysis on EMO-DB. ...
Use of contextual information, however, is rarely addressed in the field of affect expression recognition, yet it is evident that affect recognition by human is largely influenced by the context information ...
The authors would also like to thank their colleagues at the Computer Vision and Robotics Research Laboratory, University of California, San Diego, for useful discussions and assistance. ...
doi:10.1109/tmm.2010.2058095
fatcat:2ylqik5uazbbfofjeojfwaetnq
A Detailed Survey of Turkish Automatic Speech Recognition
2020
Turkish Journal of Electrical Engineering and Computer Sciences
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achieved in the applications developed to date, and the development of a general scheme for 7 researchers wishing to develop an ASR system for the Turkish language. ...
Significant improvements have been made in automatic speech recognition (ASR) systems in terms of both the 3 general technology and the software used. ...
Performance
Palaz et al. [23]
MFCC
Is a speaker-Independent speech recognition application. ...
doi:10.3906/elk-2001-38
fatcat:eexhuc6ihfgm5pvo6kqx4vhytq
Improving Dialogue Systems in a Home Automation Environment
2008
Proceedings of the First International Conference on Ambient Media and Systems
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On one hand, the acoustic modeling required for the ASR is improved via Speaker Adaptation techniques. ...
The specific task consists on the use and control of a set of home appliances through a turnbased dialogue system. ...
The set of features used for the ASR system extracted from every one of the signals in the database is a 39-feature set. ...
doi:10.4108/icst.ambisys2008.2878
dblp:conf/ambisys/JustoSGMTL08
fatcat:v4yow4g3ojh2blocrhurmtdsaq
Coordination of Speech Recognition Devices in Intelligent Environments with Multiple Responsive Devices
2019
Proceedings (MDPI)
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Devices with oral interfaces are enabling new interesting interaction scenarios and ways of interaction in ambient intelligence settings. ...
In order to validate this approach, we have performed an evaluation using a corpus of 4608 audios recorded in a two-room intelligent environment with 24 microphones. ...
• Independence of the automatic speech recognition engine used. ...
doi:10.3390/proceedings2019031054
fatcat:igy7fbxmivfkpg66wacnojrfca
Exploring Smart Agents for the Interaction with Multimodal Mediated Environments
2020
Multimodal Technologies and Interaction
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Results showed that a smartphone application was the most favorable system, followed by conversational text and voice agents that were perceived as being more engaging and intelligent than a non-conversational ...
Our findings reveal the potential of conversational agents for the interaction with adaptive environments to reduce work and information overload. ...
However, their study was focused on exploring the general features of the speaker rather than evaluating a custom application for a particular use case. ...
doi:10.3390/mti4020027
fatcat:nz6n6zco2naxziv3r2cgbo3wb4
Literature Review on Automatic Speech Recognition
2012
International Journal of Computer Applications
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Automatic speech recognition, which was considered to be a concept of science fiction and which has been hit by number of performance degrading factors, is now an important part of information and communication ...
(ANN-HMM) have shown promise for large-vocabulary speech recognition systems. ...
This set will be made available for recoding speech by the native speakers. Its creation involves: a. Text Corpus Collection b. Phonetizing Text Corpus c. ...
doi:10.5120/5565-7646
fatcat:wu46s3bhjbejhmskufomiodxma
Speech Adaptation in Extended Ambient Intelligence Environments
2015
PROCEEDINGS OF THE THIRTIETH AAAI CONFERENCE ON ARTIFICIAL INTELLIGENCE AND THE TWENTY-EIGHTH INNOVATIVE APPLICATIONS OF ARTIFICIAL INTELLIGENCE CONFERENCE
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It also represents an important step toward a notion of ambient intelligence that is personalized beyond what can be achieved by mass-produced, one-size-fits-all software currently in use on mobile devices ...
This Blue Sky presentation focuses on a major shift toward a notion of "ambient intelligence" that transcends general applications targeted at the general population. ...
N00014-13-1-0225 and N00014-12-1-0547 and by the Nuance Foundation. ...
doi:10.1609/aaai.v29i1.9766
fatcat:nbhdgsukbvcfjadze3rfbo5mqa
AVATAR: An Open Source Architecture for Embodied Conversational Agents in Smart Environments
[chapter]
2011
Lecture Notes in Computer Science
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In addition, we provide the details to allow its use by Spanish speakers. ...
Ambient Intelligence (AmI) aims to help people in their daily lives, achieving a more natural interaction of users with an electronic home environment. ...
Acknowledgments This work was partially supported with FEDER/MCINN funds by the National Project TEC2009-13763-C02-01 and by the Andalusian Regional Project P08-TIC4198. ...
doi:10.1007/978-3-642-21303-8_15
fatcat:yh5bdua23nfxffl6w6zki5w6km
GENIO
2005
Proceedings of the 2005 joint conference on Smart objects and ambient intelligence innovative context-aware services: usages and technologies - sOc-EUSAI '05
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The defined grammar is so extended that almost the total speaker independence has been achieved. ...
In order to achieve a demonstrator of this Ambient Intelligence application, a real kitchen and sitting room have been built where the users can command the home talking naturally (in Spanish). ...
In this computer the following modules are located: a voice recognition software ASR (Automatic Speech Recognition), a TTS (Text To Speech) and an application to command and control the home. ...
doi:10.1145/1107548.1107609
fatcat:6j3kiivsfndwpnw6bplnp65xii
A Tutorial on Text-Independent Speaker Verification
2004
EURASIP Journal on Advances in Signal Processing
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This paper presents an overview of a state-of-the-art text-independent speaker verification system. ...
This paper concludes by giving a few research trends in speaker verification for the next couple of years. ...
His research interests focus on biometrics signal processing: speaker recognition, face recognition, fingerprint recognition, online signature verification, data fusion, and multimodality in biometrics ...
doi:10.1155/s1110865704310024
fatcat:n753vaid4vfldg3ipep5bvtc74
Voice Response Questionnaire System for Speaker Recognition Using Biometric Authentication Interface
2023
Intelligent Automation and Soft Computing
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The speaker recognition system discussed here employs volume as the acoustic feature in endpoint detection as the computation load is usually low in this method. ...
The intelligence-type voice response gadget is becoming a new mobile channel at the current time, with functions of the questionnaire to be built in for the convenience of collecting information on local ...
Acknowledgement: The authors thank to the 1,200 users of the questionnaire system who were willing to provide analysis for this study. ...
doi:10.32604/iasc.2023.024734
fatcat:jmg4mnzbwfdtjagaoszkdce5pi
Testing of the voice communication in smart home care
2015
Human-Centric Computing and Information Sciences
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Within the scope of the proposed application, a complex system based on fuzzy-neuron networks, specifically the ANFIS (Adaptive Neuro-Fuzzy Interference System) for adaptive suppression of unwanted background ...
The functionality of the designed system was evaluated both by subjective and by objective criteria (SSNR, DTW). ...
Acknowledgements This paper has been elaborated in the framework of the project Opportunity for young researchers, reg. no. CZ. ...
doi:10.1186/s13673-015-0035-0
fatcat:imd22i7qwjgo5g2hpv6ivtxz3e
Using robust audio and video processing technologies to alleviate the elderly cognitive decline
2008
Proceedings of the 1st ACM international conference on PErvasive Technologies Related to Assistive Environments - PETRA '08
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In this paper we present a number of leading edge audio and video processing technologies, which can be exploited to build robust ambient assisted living applications for elderly groups. ...
We emphasize on technologies such as automatic speech recognition, speaker identification, face detection, person tracking, face identification, and demonstrate how mature versions of these technologies ...
Note that some very useful features (e.g. average pitch) are noticeably speaker-dependent. ...
doi:10.1145/1389586.1389620
dblp:conf/petra/MylonakisSPPSA08
fatcat:s53kehbdjvc3vjkjk6vvoh5rky
Speaker Recognition
[chapter]
2011
Biometrics
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As a special case of Hidden Markov Models, Gaussian Mixture Models (GMM) are used for doing text-independent speaker recognition. ...
Recognition www.intechopen.com Will-be-set-by-IN-TECH -Feature Mapping 23
22
Biometrics Edited by Dr. ...
doi:10.5772/17058
fatcat:mecus6bytbgzpez4i4ytlvrkzm
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