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LISTEN

Hands-free Voice-enabled Interface to Web Applications for Smart Home Environments

CoordinatorEML EUROPEAN MEDIA LABORATORY GMBH ; CEDAT 85 SRL ; RWTH Aachen University ; IDRYMA TECHNOLOGIAS KAI EREVNAS
Grant period2015-06-01 - 2019-05-31
Funding bodyEuropean Union
Call numberH2020-MSCA-RISE-2014
Grant number644283
IdentifierG:(EU-Grant)644283

Note: Nowadays, it is becoming increasingly affordable to enhance the home environment with several automation schemes, allowing remote control of e.g., heating/cooling, communication, lighting, media, etc. Such smart home functionalities are essential for people with disabilities and the elderly, as they not only provide assistive control of important everyday functionalities, but may prove to be life-saving in case of emergency. However, smart home functionalities may become useless for people who need those most, if they cannot be accessed via a natural, easy to use, interface. The central objective of LISTEN is to design and implement a complete system, including both the software and hardware components, enabling robust hands-free large-vocabulary voice-based access to Internet applications in smart homes. This would allow the users to have natural control (i.e., using their voice) of the smart-home web-enabled functionalities (e.g., turning on/off web-enabled “smart” appliances), but also to access specific Internet applications (e.g., web search, email dictation, access to social networks). A truly hands-free system operation of the voice interface is equally important: users will not have to turn towards a microphone or other device, or wear a headset. Therefore, LISTEN will develop (a) a robust hands-free speech capture system operating as a wireless acoustic sensor network (WASN), specifically designed for the smart home, and (b) a large-vocabulary automatic speech recognition system optimised for accessing web applications and controlling web-enabled smart home automation functionalities. LISTEN pushes the boundaries of current state-of-the-art by bridging the gap between the acoustic front-end and automatic speech recognition research communities, with the common goal of developing a smart-home-specific natural voice interface to web services.
     

Recent Publications

All known publications ...
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http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Contribution to a book/Contribution to a conference proceedings  ;  ;
Investigation into Joint Optimization of Single Channel Speech Enhancement and Acoustic Modeling for Robust ASR
2019 IEEE International Conference on Acoustics, Speech, and Signal Processing : proceedings : May 12-17, 2019, Brighton Conference Centre, Brighton, United Kingdom / sponsored by: the Institute of Electrical and Electronics Engineers Signal Processing Society
2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), ICASSP 2019, BrightonBrighton, UK, 12 May 2019 - 17 May 20192019-05-122019-05-17 Piscataway, NJ : IEEE 6660-6664 () [10.1109/ICASSP.2019.8682460]  GO OpenAccess  Download fulltext Files BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Contribution to a conference proceedings  ;  ;
Comparison of BLSTM-Layer-Specific Affine Transformationsfor Speaker Adaptation
Interspeech 2018 : Hyderabad, India, 2-6 September 2018 / Chair: B. Yegnanarayana
19. Annual Conference of the International Speech Communication Association, Interspeech 2018, HyderabadHyderabad, India, 2 Sep 2018 - 6 Sep 20182018-09-022018-09-06 Baixas, France : International Speech Communication Association, ISCA 877-881 () [10.21437/Interspeech.2018-2022]  GO OpenAccess  Download fulltext Files BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Contribution to a conference proceedings  ;  ;  ;  ;  ;  ;  ;  ;  ;  ;
The RWTH/UPB System Combination for the CHiME 2018 Workshop
[5th International Workshop on Speech Processing in Everyday Environments, CHiME 2018, 2018-09-07 - 2018-09-07, Hyderabad, India]
5. International Workshop on Speech Processing in Everyday Environments, CHiME 2018, HyderabadHyderabad, India, 7 Sep 2018 - 7 Sep 20182018-09-072018-09-07 Hyderabat, India 53-57 () [10.21437/CHiME.2018-12]  GO OpenAccess  Download fulltext Files BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Contribution to a book/Contribution to a conference proceedings  ;  ;  ;
Prediction of LSTM-RNN Full Context States as a Subtask for N-gram Feedforward Language Models
2018 IEEE International Conference on Acoustics, Speech, and Signal Processing : proceedings : April 15-20, 2018, Calgary Telus Convention Center, Calgary, Alberta, Canada / sponsored by: the Institute of Electrical and Electronics Engineers, Signal Processing Society
2018 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP, Calgary, AlbertaCalgary, Alberta, Canada, 15 Apr 2018 - 20 Apr 20182018-04-152018-04-20 Piscataway, NJ : IEEE 6104-6108 () [10.1109/ICASSP.2018.8461743]  GO OpenAccess  Download fulltext Files BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Contribution to a conference proceedings  ;  ;  ;  ;  ;  ;  ;  ;  ;  ;  ;  ;
The RWTH/UPB/FORTH System Combination for the 4th CHiME Challenge Evaluation
[4th International Workshop on Speech Processing in Everyday Environments, CHiME 2016, 13.09.2016-13.09.2016, San Francisco, USA]
4. International Workshop on Speech Processing in Everyday Environments, CHiME 2016, San Francisco, CASan Francisco, CA, USA, 13 Sep 2016 - 13 Sep 20162016-09-132016-09-13 6 Seiten () [10.18154/RWTH-CONV-211069]  GO OpenAccess  Download fulltext Files  Download fulltextFulltext BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Contribution to a conference proceedings  ;  ;
Towards online-recognition with deep bidirectional LSTM acoustic models
Interspeech 2016 : San Francisco, USA, 8-12 September 2016 / Chair: Nelson Morgan
17. annual conference of the International Speech Communicaion Association, INTERSPEECH 2016, San Francisco, CASan Francisco, CA, USA, 8 Sep 2016 - 12 Sep 20162016-09-082016-09-12 Baixas, France : International Speech Communication Association 3424-3428 () [10.21437/Interspeech.2016-759]  GO OpenAccess  Download fulltext Files BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Contribution to a conference proceedings  ;  ;  ;  ;
LSTM, GRU, Highway and a bit of Attention: An Empirical Overview for Language Modeling in Speech Recognition
Interspeech 2016 : San Francisco, USA, 8-12 September 2016 / Chair: Nelson Morgan
17. Annual Conference of the International Speech Communicaion Association, INTERSPEECH 2016, San Francisco, CASan Francisco, CA, USA, 8 Sep 2016 - 12 Sep 20162016-09-082016-09-12 Baixas, France : International Speech Communication Association 3519-3523 () [10.21437/Interspeech.2016-491]  GO OpenAccess  Download fulltext Files BibTeX | EndNote: XML, Text | RIS

All known publications ...
Download: BibTeX | EndNote XML,  Text | RIS | 

 Datensatz erzeugt am 2015-09-17, letzte Änderung am 2023-02-11
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