AIMC Topic: Speech

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Speech synthesis from three-axis accelerometer signals using conformer-based deep neural network.

Computers in biology and medicine Sep 3, 2024
Silent speech interfaces (SSIs) have emerged as innovative non-acoustic communication methods, and our previous study demonstrated the significant potential of three-axis accelerometer-based SSIs to identify silently spoken words with high classifica...
Humans Neural Networks, Computer Female Speech Signal Processing, Computer-Assisted Accelerometry Young Adult Adult Male
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A dual-region speech enhancement method based on voiceprint segmentation.

Neural networks : the official journal of the International Neural Network Society Aug 31, 2024
Single-channel speech enhancement primarily relies on deep learning models to recover clean speech signals from noise-contaminated speech. These models establish a mapping relationship between noisy and clean speech. However, considering the sparse d...
Noise Signal Processing, Computer-Assisted Voice Algorithms Deep Learning Speech Humans Neural Networks, Computer
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Deep learning approach for dysphagia detection by syllable-based speech analysis with daily conversations.

Scientific reports Aug 31, 2024
Dysphagia, a disorder affecting the ability to swallow, has a high prevalence among the older adults and can lead to serious health complications. Therefore, early detection of dysphagia is important. This study evaluated the effectiveness of a newly...
Speech Deglutition Disorders Deglutition Male Middle Aged Deep Learning Aged Aged, 80 and over Humans Neural Networks, Computer Female
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Multilevel hybrid handcrafted feature extraction based depression recognition method using speech.

Journal of affective disorders Aug 9, 2024
BACKGROUND AND PURPOSE: Diagnosis of depression is based on tests performed by psychiatrists and information provided by patients or their relatives. In the field of machine learning (ML), numerous models have been devised to detect depression automa...
Depressive Disorder, Major Deep Learning Speech Adult Male Wavelet Analysis Humans Machine Learning Female
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Deep Learning for Visual Speech Analysis: A Survey.

IEEE transactions on pattern analysis and machine intelligence Aug 7, 2024
Visual speech, referring to the visual domain of speech, has attracted increasing attention due to its wide applications, such as public security, medical treatment, military defense, and film entertainment. As a powerful AI strategy, deep learning t...
Speech Image Processing, Computer-Assisted Humans Deep Learning
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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...
Adult Male Speech Reproducibility of Results Young Adult Calibration Humans Brain-Computer Interfaces Neural Networks, Computer Robotics Imagination Algorithms Electroencephalography Female Arm
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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.
Brain Female Young Adult Humans Machine Learning Depression Emotions Electroencephalography Cues Middle Aged Adult Case-Control Studies Male 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 ...
Speech Hate Humans Natural Language Processing Language Multilingualism
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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...
Language Speech Social Media Humans Machine Learning
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