AIMC Topic: Speech Perception

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Deep Learning Models for Fast Retrieval and Extraction of French Speech Vocabulary Applications.

Computational intelligence and neuroscience Jul 8, 2022
Due to the large French vocabulary, how quickly retrieve and accurately identify the required vocabulary is still a big challenge in French learning. In view of the above problems, we introduce a deep learning algorithm in this study to upgrade and o...
Speech Vocabulary Speech Perception Language Deep Learning
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Automatic Speech Recognition Method Based on Deep Learning Approaches for Uzbek Language.

Sensors (Basel, Switzerland) May 12, 2022
Communication has been an important aspect of human life, civilization, and globalization for thousands of years. Biometric analysis, education, security, healthcare, and smart cities are only a few examples of speech recognition applications. Most s...
Deep Learning Speech Speech Perception Linguistics Humans Language
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Nonlinear Network Speech Recognition Structure in a Deep Learning Algorithm.

Computational intelligence and neuroscience Mar 24, 2022
As a result of the fast rise of globalization, people in China are learning English at a rapid pace. However, there is a severe shortage of English teachers in the region, which is a major hindrance. To address these concerns, a deep learning-based a...
Speech Speech Perception Algorithms Deep Learning Humans Neural Networks, Computer
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An Experimental Safety Response Mechanism for an Autonomous Moving Robot in a Smart Manufacturing Environment Using Q-Learning Algorithm and Speech Recognition.

Sensors (Basel, Switzerland) Jan 26, 2022
The industrial manufacturing sector is undergoing a tremendous revolution moving from traditional production processes to intelligent techniques. Under this revolution, known as Industry 4.0 (I40), a robot is no longer static equipment but an active ...
Algorithms Robotics Industry Humans Speech Perception
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Predicting speech discrimination scores from pure-tone thresholds-A machine learning-based approach using data from 12,697 subjects.

PloS one Dec 31, 2021
Diagnostic tests for hearing impairment not only determines the presence (or absence) of hearing loss, but also evaluates its degree and type, and provides physicians with essential data for future treatment and rehabilitation. Therefore, accurately ...
Discrimination Learning Speech Reception Threshold Test Adolescent Infant, Newborn Hearing Speech Perception Male Computational Biology Child, Preschool Reproducibility of Results Algorithms Hearing Loss Auditory Threshold Models, Statistical Middle Aged Child Aged Aged, 80 and over Republic of Korea Audiometry, Pure-Tone Infant Humans Young Adult Female Neural Networks, Computer Adult Machine Learning
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Impacts of multicollinearity on CAPT modalities: An heterogeneous machine learning framework for computer-assisted French phoneme pronunciation training.

PloS one Oct 18, 2021
Phoneme pronunciations are usually considered as basic skills for learning a foreign language. Practicing the pronunciations in a computer-assisted way is helpful in a self-directed or long-distance learning environment. Recent researches indicate th...
Support Vector Machine Least-Squares Analysis Speech Perception Speech Acoustics Language Vocal Cords Humans Learning Deep Learning
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Localizing category-related information in speech with multi-scale analyses.

PloS one Oct 1, 2021
Measurements of the physical outputs of speech-vocal tract geometry and acoustic energy-are high-dimensional, but linguistic theories posit a low-dimensional set of categories such as phonemes and phrase types. How can it be determined when and where...
Humans Acoustics Tongue Speech Perception Neural Networks, Computer Machine Learning Algorithms Speech Gestures Discriminant Analysis
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Automatic Classification of the Korean Triage Acuity Scale in Simulated Emergency Rooms Using Speech Recognition and Natural Language Processing: a Proof of Concept Study.

Journal of Korean medical science Jul 12, 2021
BACKGROUND: Rapid triage reduces the patients' stay time at an emergency department (ED). The Korean Triage Acuity Scale (KTAS) is mandatorily applied at EDs in South Korea. For rapid triage, we studied machine learning-based triage systems composed ...
Humans Retrospective Studies Republic of Korea Deep Learning Triage Natural Language Processing Emergency Service, Hospital Aged Adult Middle Aged Emergency Medicine Proof of Concept Study Speech Perception Patient Simulation
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Speech signal enhancement in cocktail party scenarios by deep learning based virtual sensing of head-mounted microphones.

Hearing research Jun 17, 2021
The cocktail party effect refers to the human sense of hearing's ability to pay attention to a single conversation while filtering out all other background noise. To mimic this human hearing ability for people with hearing loss, scientists integrate ...
Cochlear Implants Hearing Aids Speech Perception Humans Deep Learning Speech
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Generalizable dimensions of human cortical auditory processing of speech in natural soundscapes: A data-driven ultra high field fMRI approach.

NeuroImage May 12, 2021
Speech comprehension in natural soundscapes rests on the ability of the auditory system to extract speech information from a complex acoustic signal with overlapping contributions from many sound sources. Here we reveal the canonical processing of sp...
Temporal Lobe Auditory Perception Motion Pictures Unsupervised Machine Learning Brain Mapping Speech Perception Male Models, Theoretical Magnetic Resonance Imaging Young Adult Humans Adult Female
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