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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; Schultz, Tanja. - : Carnegie Mellon University, 2012
Abstract: In this paper we present our latest investigation on initialization schemes for Multilayer Perceptron (MLP) training using multilingual data. We show that the overall performance of an MLP network improves significantly by initializing it with a multilingual MLP. We propose a new strategy called "open target language" MLP to train more flexible models for language adaptation, which is particularly suited for small amounts of training data. Furthermore, by applying Bottle-Neck feature (BN) initialized with multilingual MLP the ASR performance increases on both, on those languages which were used for multilingual MLP training, and on a new language. Our experiments show word error rate improvements of up to 16.9% relative on a range of tasks for different target languages (Creole and Vietnamese) with manually and automatically transcribed training data. ...
Keyword: 89999 Information and Computing Sciences not elsewhere classified; FOS Computer and information sciences
URL: https://dx.doi.org/10.1184/r1/6473039
https://kilthub.cmu.edu/articles/An_Investigation_on_Initialization_Schemes_for_Multilayer_Perceptron_Training_Using_Multilingual_Data_and_Their_Effect_on_ASR_Performance/6473039
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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)
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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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