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1
Neural Speech Decoding During Audition, Imagination and Production
In: IEEE (2021)
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2
A multispeaker dataset of raw and reconstructed speech production real-time MRI video and 3D volumetric images ...
Abstract: Real-time magnetic resonance imaging (RT-MRI) of human speech production is enabling significant advances in speech science, linguistics, bio-inspired speech technology development, and clinical applications. Easy access to RT-MRI is however limited, and comprehensive datasets with broad access are needed to catalyze research across numerous domains. The imaging of the rapidly moving articulators and dynamic airway shaping during speech demands high spatio-temporal resolution and robust reconstruction methods. Further, while reconstructed images have been published, to-date there is no open dataset providing raw multi-coil RT-MRI data from an optimized speech production experimental setup. Such datasets could enable new and improved methods for dynamic image reconstruction, artifact correction, feature extraction, and direct extraction of linguistically-relevant biomarkers. The present dataset offers a unique corpus of 2D sagittal-view RT-MRI videos along with synchronized audio for 75 subjects performing ... : 27 pages, 6 figures, 5 tables, submitted to Nature Scientific Data ...
Keyword: Audio and Speech Processing eess.AS; FOS Computer and information sciences; FOS Electrical engineering, electronic engineering, information engineering; Image and Video Processing eess.IV; Signal Processing eess.SP; Sound cs.SD
URL: https://dx.doi.org/10.48550/arxiv.2102.07896
https://arxiv.org/abs/2102.07896
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3
Deblurring for Spiral Real-Time MRI Using Convolutional Neural Networks ...
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4
Vocal tract shaping of emotional speech
In: Comput Speech Lang (2020)
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5
Data from: Speed-accuracy tradeoffs in human speech production ...
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6
Dynamic Off-resonance Correction for Spiral Real-Time MRI of Speech
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7
Speed Accuracy Tradeoffs in Speech Production
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8
Speed-Accuracy Tradeoffs in Speech Production
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9
A technology prototype system for rating therapist empathy from audio recordings in addiction counseling
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10
Advances in real-time magnetic resonance imaging of the vocal tract for speech science and technology research
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11
"Rate My Therapist": Automated Detection of Empathy in Drug and Alcohol Counseling via Speech and Language Processing
Xiao, Bo; Imel, Zac E.; Georgiou, Panayiotis G.. - : Public Library of Science, 2015
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12
On Quantifying Facial Expression-Related Atypicality of Children with Autism Spectrum Disorder
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13
Directly data-derived articulatory gesture-like representations retain discriminatory information about phone categories
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14
Computing vocal entrainment: A signal-derived PCA-based quantification scheme with application to affect analysis in married couple interactions
In: Computer speech and language. - Amsterdam [u.a.] : Elsevier 28 (2014) 2, 518-539
OLC Linguistik
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15
Intoxicated speech detection: A fusion framework with speaker-normalized hierarchical functionals and GMM supervectors
In: Computer speech and language. - Amsterdam [u.a.] : Elsevier 28 (2014) 2, 375-391
OLC Linguistik
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16
Paralinguistics in speech and language - state-of-the-art and the challenge
Steidl, Stefan Verfasser]. - Augsburg : Universität Augsburg, 2013
DNB Subject Category Language
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17
Unsupervised data processing for classifier-based speech translator
In: Computer speech and language. - Amsterdam [u.a.] : Elsevier 27 (2013) 2, 438-454
OLC Linguistik
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18
Toward automating a human behavioral coding system for married couples’ interactions using speech acoustic features
In: Speech communication. - Amsterdam [u.a.] : Elsevier 55 (2013) 1, 1-21
OLC Linguistik
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19
Dynamic 3-D visualization of vocal tract shaping during speech
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20
Analyzing the Language of Therapist Empathy in Motivational Interview based Psychotherapy
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