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1
Voice Restoration with Silent Speech Interfaces (ReSSInt)
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2
Speech Synthesis from ECoG using Densely Connected 3D Convolutional Neural Networks
In: J Neural Eng (2019)
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3
Generating Natural, Intelligible Speech From Brain Activity in Motor, Premotor, and Inferior Frontal Cortices
Herff, Christian; Diener, Lorenz; Angrick, Miguel. - : Frontiers Media S.A., 2019
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4
Automatic Speech Recognition from Neural Signals: A Focused Review
Herff, Christian; Schultz, Tanja. - : Frontiers Media S.A., 2016
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5
Brain-to-text: decoding spoken phrases from phone representations in the brain
Herff, Christian; Heger, Dominic; de Pesters, Adriana. - : Frontiers Media S.A., 2015
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6
Automatic speech recognition for under-resourced languages: A survey
In: Speech communication. - Amsterdam [u.a.] : Elsevier 56 (2014), 85-100
OLC Linguistik
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7
Web-based tools and methods for rapid pronunciation dictionary creation
In: Speech communication. - Amsterdam [u.a.] : Elsevier 56 (2014), 101-118
OLC Linguistik
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8
Introduction to the special issue on processing under-resourced languages
In: Speech communication. - Amsterdam [u.a.] : Elsevier 56 (2014), 83-84
OLC Linguistik
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9
Multilingual Deep Neural Network based Acoustic Modeling For Rapid Language Adaptation
In: http://infoscience.epfl.ch/record/198446 (2014)
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10
Integration of Language Identification into a Recognition System for Spoken Conversations Containing Code-Switches ...
Weiner, Jochen; Vu, Ngoc Thang; Telaar, Dominic. - : Carnegie Mellon University, 2012
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11
Integration of Language Identification into a Recognition System for Spoken Conversations Containing Code-Switches ...
Weiner, Jochen; Vu, Ngoc Thang; Telaar, Dominic. - : Carnegie Mellon University, 2012
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12
An Investigation on Initialization Schemes for Multilayer Perceptron Training Using Multilingual Data and Their Effect on ASR Performance ...
Vu, Ngoc Thang; Wojtek Breiter; Metze, Florian. - : Carnegie Mellon University, 2012
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13
An Investigation on Initialization Schemes for Multilayer Perceptron Training Using Multilingual Data and Their Effect on ASR Performance ...
Vu, Ngoc Thang; Wojtek Breiter; Metze, Florian. - : Carnegie Mellon University, 2012
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14
Multilingual Bottle-Neck Features and its Application for Under-Resourced Languages ...
Vu, Ngoc Thang; Metze, Florian; Schultz, Tanja. - : Carnegie Mellon University, 2012
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15
Multilingual Bottle-Neck Features and its Application for Under-Resourced Languages ...
Vu, Ngoc Thang; Metze, Florian; Schultz, Tanja. - : Carnegie Mellon University, 2012
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16
Modeling Coarticulation in EMG-based Continuous Speech Recognition
In: Speech Communication, 52 (4), 341-353 ; ISSN: 0167-6393 (2012)
Abstract: This paper discusses the use of surface electromyography for automatic speech recognition. Electromyographic signals captured at the facial muscles record the activity of the human articulatory apparatus and thus allow to trace back a speech signal even if it is spoken silently. Since speech is captured before it gets airborne, the resulting signal is not masked by ambient noise. The resulting Silent Speech Interface has the potential to overcome major limitations of conventional speech-driven interfaces: it is not prone to any environmental noise, allows to silently transmit confidential information, and does not disturb bystanders. We describe our new approach of phonetic feature bundling for modeling coarticulation in EMG-based speech recognition and report results on the EMG-PIT corpus, a multiple speaker large vocabulary database of silent and audible EMG speech recordings, which we recently collected. Our results on speaker-dependent and speaker-independent setups show that modeling the interdependence of phonetic features reduces the word error rate of the baseline system by over 33% relative. Our final system achieves 10% word error rate for the best-recognized speaker on a 101-word vocabulary task, bringing EMG-based speech recognition within a useful range for the application of silent speech interfaces.
Keyword: DATA processing & computer science; ddc:004; EMG-based Speech Recognition; info:eu-repo/classification/ddc/004; Phonetic Features; Silent Speech Interfaces
URL: https://publikationen.bibliothek.kit.edu/1000026321
https://publikationen.bibliothek.kit.edu/1000026321/7320014
http://nbn-resolving.de/urn/resolver.pl?urn:nbn:de:swb:90-263211
https://doi.org/10.5445/IR/1000026321
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17
Analysis of Dialectal Influence in Pan-Arabic ASR ...
Udhyakumar Nallasamy; Garbus, Michael; Metze, Florian. - : Carnegie Mellon University, 2011
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18
Analysis of Dialectal Influence in Pan-Arabic ASR ...
Udhyakumar Nallasamy; Garbus, Michael; Metze, Florian. - : Carnegie Mellon University, 2011
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19
Modeling coarticulation in EMG-based continuous speech recognition
In: Speech communication. - Amsterdam [u.a.] : Elsevier 52 (2010) 4, 341-353
BLLDB
OLC Linguistik
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20
Silent speech interfaces
In: Speech communication. - Amsterdam [u.a.] : Elsevier 52 (2010) 4, 270-287
BLLDB
OLC Linguistik
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