Search Results - "Roßbach, Jana"

A model of speech recognition for hearing-impaired listeners based on deep learning by Roßbach, Jana, Kollmeier, Birger, Meyer, Bernd T.

“…Automatic speech recognition (ASR) has made major progress based on deep machine learning, which motivated the use of deep neural networks (DNNs) as perception…”
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Prediction of speech intelligibility with DNN-based performance measures by Castro Martinez, Angel Mario, Spille, Constantin, Roßbach, Jana, Kollmeier, Birger, Meyer, Bernd T.

“…This paper presents a speech intelligibility model based on automatic speech recognition (ASR), combining phoneme probabilities from deep neural networks (DNN)…”
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Non-Intrusive Binaural Prediction of Speech Intelligibility Based on Phoneme Classification by Rosbach, Jana, Rottges, Saskia, Hauth, Christopher F., Brand, Thomas, Meyer, Bernd T.

“…In this study, we explore an approach for modeling speech intelligibility in spatial acoustic scenes. To this end, we combine a non-intrusive binaural frontend…”
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Multilingual non-intrusive binaural intelligibility prediction based on phone classification by Roßbach, Jana, Wagener, Kirsten C., Meyer, Bernd T.

“…Speech intelligibility (SI) prediction models are a valuable tool for the development of speech processing algorithms for hearing aids or consumer electronics…”
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Prediction of speech intelligibility with DNN-based performance measures by Martinez, Angel Mario Castro, Spille, Constantin, Roßbach, Jana, Kollmeier, Birger, Meyer, Bernd T

“…Computer Speech & Language, 74, p.101329 (2022) This paper presents a speech intelligibility model based on automatic speech recognition (ASR), combining…”
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