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Lombard Effect for Bilingual Speakers in Cantonese and English: importance of spectro-temporal features ...
Abstract: For a better understanding of the mechanisms underlying speech perception and the contribution of different signal features, computational models of speech recognition have a long tradition in hearing research. Due to the diverse range of situations in which speech needs to be recognized, these models need to be generalizable across many acoustic conditions, speakers, and languages. This contribution examines the importance of different features for speech recognition predictions of plain and Lombard speech for English in comparison to Cantonese in stationary and modulated noise. While Cantonese is a tonal language that encodes information in spectro-temporal features, the Lombard effect is known to be associated with spectral changes in the speech signal. These contrasting properties of tonal languages and the Lombard effect form an interesting basis for the assessment of speech recognition models. Here, an automatic speech recognition-based ASR model using spectral or spectro-temporal features is evaluated ... : Submitted to INTERSPEECH2022 ...
Keyword: Audio and Speech Processing eess.AS; FOS Computer and information sciences; FOS Electrical engineering, electronic engineering, information engineering; Sound cs.SD
URL: https://dx.doi.org/10.48550/arxiv.2204.06907
https://arxiv.org/abs/2204.06907
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2
Speech Audiometry at Home: Automated Listening Tests via Smart Speakers With Normal-Hearing and Hearing-Impaired Listeners
In: Trends Hear (2020)
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3
Modeling Binaural Unmasking of Speech Using a Blind Binaural Processing Stage
In: Trends Hear (2020)
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4
Effect of Speech Rate on Neural Tracking of Speech
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5
Age-Related Differences in Lexical Access Relate to Speech Recognition in Noise
Carroll, Rebecca; Warzybok, Anna; Kollmeier, Birger. - : Frontiers Media S.A., 2016
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6
Are Experienced Hearing Aid Users Faster at Grasping the Meaning of a Sentence Than Inexperienced Users? An Eye-Tracking Study
Habicht, Julia; Kollmeier, Birger; Neher, Tobias. - : SAGE Publications, 2016
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7
Age-related differences in lexical access relate to speech recognition in noise
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8
Are experienced hearing aid ssers faster at grasping the meaning of a sentence than inexperienced ssers? An eye-tracking study
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9
International Collegium of Rehabilitative Audiology (ICRA) recommendations for the construction of multilingual speech tests ...
Akeroyd, Michael A; Arlinger, Stig; Bentler, Ruth A. - : Taylor & Francis, 2015
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10
How Hearing Impairment Affects Sentence Comprehension: Using Eye Fixations to Investigate the Duration of Speech Processing
Wendt, Dorothea; Kollmeier, Birger; Brand, Thomas. - : SAGE Publications, 2015
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11
Influence of vocabulary knowledge & lexical access times on speech intelligibility in different acoustic conditions
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12
Speech perception age, and hearing loss : methods to assess the balance between bottom-up and top-down processing
Uslar, Verena-Nicole [Verfasser]; Kollmeier, Birger [Akademischer Betreuer]; Ruigendijk, Esther [Akademischer Betreuer]. - Berlin : Winter-Industries, 2014
DNB Subject Category Language
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13
An Eye-Tracking Paradigm for Analyzing the Processing Time of Sentences with Different Linguistic Complexities
Wendt, Dorothea; Brand, Thomas; Kollmeier, Birger. - : Public Library of Science, 2014
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14
Characterizing sensory and cognitive factors of human speech processing through eye movements
Wendt, Dorothea Christine [Verfasser]; Kollmeier, Birger [Akademischer Betreuer]; Par, Steven van de [Akademischer Betreuer]. - Oldenburg : BIS der Universität Oldenburg, 2013
DNB Subject Category Language
Online dissertations
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15
Robust speech detection in real acoustic backgrounds with perceptually motivated features
In: Speech communication. - Amsterdam [u.a.] : Elsevier 53 (2011) 5, 690-706
BLLDB
OLC Linguistik
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16
Robustness of spectro-temporal features against intrinsic and extrinsic variations in automatic speech recognition
In: Speech communication. - Amsterdam [u.a.] : Elsevier 53 (2011) 5, 753-767
BLLDB
OLC Linguistik
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17
International kompatible und multilingual einsetzbare Sprachtests im Störschall ...
Kollmeier, Birger. - : German Medical Science GMS Publishing House, 2010
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18
PEMO-Q - a new method for objective audio quality assessment using a model of auditory perception
In: Institute of Electrical and Electronics Engineers. IEEE transactions on audio, speech and language processing. - New York, NY : Inst. 14 (2006) 6, 1902-1911
BLLDB
OLC Linguistik
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19
Adaptive separation of acoustic sources for anechoic conditions: A constrained frequency domain approach
In: Speech communication. - Amsterdam [u.a.] : Elsevier 39 (2003) 1-2, 79-96
OLC Linguistik
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20
Estimation of the signal-to-noise ratio with amplitude modulation spectrograms
In: Speech communication. - Amsterdam [u.a.] : Elsevier 38 (2002) 1-2, 1-17
BLLDB
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