AIMC Topic: Speech

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Iteratively Calibratable Network for Reliable EEG-Based Robotic Arm Control.

IEEE transactions on neural systems and rehabilitation engineering : a publication of the IEEE Engineering in Medicine and Biology Society Aug 6, 2024
Robotic arms are increasingly being utilized in shared workspaces, which necessitates the accurate interpretation of human intentions for both efficiency and safety. Electroencephalogram (EEG) signals, commonly employed to measure brain activity, off...
Robotics Electroencephalography Arm Humans Calibration Female Neural Networks, Computer Adult Brain-Computer Interfaces Reproducibility of Results Algorithms Male Young Adult Imagination Speech
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EEG based depression detection by machine learning: Does inner or overt speech condition provide better biomarkers when using emotion words as experimental cues?

Journal of psychiatric research Aug 5, 2024
BACKGROUND: Objective diagnostic approaches need to be tested to enhance the efficacy of depression detection. Non-invasive EEG-based identification represents a promising area.
Young Adult Adult Male Machine Learning Brain Female Humans Depression Middle Aged Electroencephalography Emotions Case-Control Studies Cues Speech
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Speech and language patterns in autism: Towards natural language processing as a research and clinical tool.

Psychiatry research Jul 30, 2024
Speech and language differences have long been described as important characteristics of autism spectrum disorder (ASD). Linguistic abnormalities range from prosodic differences in pitch, intensity, and rate of speech, to language idiosyncrasies and ...
Humans Autism Spectrum Disorder Language Speech Natural Language Processing Autistic Disorder
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Cross-lingual hate speech detection using domain-specific word embeddings.

PloS one Jul 30, 2024
THIS ARTICLE USES WORDS OR LANGUAGE THAT IS CONSIDERED PROFANE, VULGAR, OR OFFENSIVE BY SOME READERS. Hate speech detection in online social networks is a multidimensional problem, dependent on language and cultural factors. Most supervised learning ...
Natural Language Processing Humans Multilingualism Language Hate Speech
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Code-mixing unveiled: Enhancing the hate speech detection in Arabic dialect tweets using machine learning models.

PloS one Jul 17, 2024
Technological developments over the past few decades have changed the way people communicate, with platforms like social media and blogs becoming vital channels for international conversation. Even though hate speech is vigorously suppressed on socia...
Humans Machine Learning Social Media Language Speech
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The Collaboverse: A Collaborative Data-Sharing and Speech Analysis Platform.

Journal of speech, language, and hearing research : JSLHR Jul 12, 2024
PURPOSE: Collaboration in the field of speech-language pathology occurs across a variety of digital devices and can entail the usage of multiple software tools, systems, file formats, and even programming languages. Unfortunately, gaps between the la...
Speech Internet Information Dissemination Speech-Language Pathology Cooperative Behavior Humans Machine Learning Software
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Speech decoding from stereo-electroencephalography (sEEG) signals using advanced deep learning methods.

Journal of neural engineering Jun 27, 2024
Brain-computer interfaces (BCIs) are technologies that bypass damaged or disrupted neural pathways and directly decode brain signals to perform intended actions. BCIs for speech have the potential to restore communication by decoding the intended spe...
Brain-Computer Interfaces Stereotaxic Techniques Speech Electroencephalography Epilepsy Adult Male Deep Learning Neural Networks, Computer Female Humans
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Prediction of Alzheimer's disease progression within 6 years using speech: A novel approach leveraging language models.

Alzheimer's & dementia : the journal of the Alzheimer's Association Jun 25, 2024
INTRODUCTION: Identification of individuals with mild cognitive impairment (MCI) who are at risk of developing Alzheimer's disease (AD) is crucial for early intervention and selection of clinical trials.
Humans Machine Learning Cognitive Dysfunction Male Disease Progression Speech Neuropsychological Tests Female Aged Aged, 80 and over Natural Language Processing Alzheimer Disease
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Spectro-temporal acoustical markers differentiate speech from song across cultures.

Nature communications Jun 6, 2024
Humans produce two forms of cognitively complex vocalizations: speech and song. It is debated whether these differ based primarily on culturally specific, learned features, or if acoustical features can reliably distinguish them. We study the spectro...
Speech Acoustics Sound Spectrography Adult Male Middle Aged Singing Cross-Cultural Comparison Music Auditory Perception Humans Machine Learning Female Young Adult
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Emotion recognition for human-computer interaction using high-level descriptors.

Scientific reports May 27, 2024
Recent research has focused extensively on employing Deep Learning (DL) techniques, particularly Convolutional Neural Networks (CNN), for Speech Emotion Recognition (SER). This study addresses the burgeoning interest in leveraging DL for SER, specifi...
Speech Emotions Social Media Bayes Theorem Algorithms Language Deep Learning Humans Neural Networks, Computer
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