AIMC Topic: Speech

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Does Musical Experience Facilitate Phonetic Accommodation During Human-Robot Interaction?

Journal of speech, language, and hearing research : JSLHR Apr 21, 2025
PURPOSE: This study investigated the effect of musical training on phonetic accommodation in a second language (L2) after interacting with a social robot, exploring the motivations and reasons behind their accommodation strategies.
Male Speech Robotics Cues Young Adult Adult Humans Female Music Phonetics Multilingualism
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A comprehensive framework for multi-modal hate speech detection in social media using deep learning.

Scientific reports Apr 15, 2025
As social media platforms evolve, hate speech increasingly manifests across multiple modalities, including text, images, audio, and video, challenging traditional detection systems focused on single modalities. Hence, this research proposes a novel M...
Neural Networks, Computer Deep Learning Social Media Speech Humans
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Natural language processing models reveal neural dynamics of human conversation.

Nature communications Apr 9, 2025
Through conversation, humans engage in a complex process of alternating speech production and comprehension to communicate. The neural mechanisms that underlie these complementary processes through which information is precisely conveyed by language,...
Speech Perception Natural Language Processing Comprehension Adult Male Deep Learning Speech Female Young Adult Brain Language Humans
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Speech emotion recognition with light weight deep neural ensemble model using hand crafted features.

Scientific reports Apr 7, 2025
Automatic emotion detection has become crucial in various domains, such as healthcare, neuroscience, smart home technologies, and human-computer interaction (HCI). Speech Emotion Recognition (SER) has attracted considerable attention because of its p...
Humans Deep Learning Speech Emotions Neural Networks, Computer Algorithms
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DEMENTIA: A Hybrid Attention-Based Multimodal and Multi-Task Learning Framework With Expert Knowledge for Alzheimer's Disease Assessment From Speech.

IEEE journal of biomedical and health informatics Apr 4, 2025
The prevalence of Alzheimer's disease (AD) is rising annually, imposing a severe burden on patients and society. Therefore, assisted AD assessment is crucial. The decline in language function and the cognitive impairment it reflects are key external ...
Alzheimer Disease Male Speech Humans Female Machine Learning Aged Aged, 80 and over
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Multimodal learning-based speech enhancement and separation, recent innovations, new horizons, challenges and real-world applications.

Computers in biology and medicine Apr 1, 2025
With the increasing global prevalence of disabling hearing loss, speech enhancement technologies have become crucial for overcoming communication barriers and improving the quality of life for those affected. Multimodal learning has emerged as a powe...
Deep Learning Speech Humans Neural Networks, Computer
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Harnessing emotion and intonation in speech to improve robot acceptance.

Science robotics Mar 26, 2025
The use of emotional words and expressive voices in robots alters the attribution of agency and experience by humans.
Voice Emotions Robotics Humans Speech
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Building a Gender-Bias-Resistant Super Corpus as a Deep Learning Baseline for Speech Emotion Recognition.

Sensors (Basel, Switzerland) Mar 22, 2025
The focus on Speech Emotion Recognition has dramatically increased in recent years, driven by the need for automatic speech-recognition-based systems and intelligent assistants to enhance user experience by incorporating emotional content. While deep...
Speech Male Humans Emotions Deep Learning Female
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Exploring emotional climate recognition in peer conversations through bispectral features and affect dynamics.

Computer methods and programs in biomedicine Mar 18, 2025
BACKGROUND AND OBJECTIVE: Emotion recognition in conversations using artificial intelligence (AI) has gained significant attention due to its potential to provide insights into human social behavior. This study extends AI-based emotion recognition to...
Humans Speech Artificial Intelligence Emotions Machine Learning Peer Group
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A multi-dilated convolution network for speech emotion recognition.

Scientific reports Mar 10, 2025
Speech emotion recognition (SER) is an important application in Affective Computing and Artificial Intelligence. Recently, there has been a significant interest in Deep Neural Networks using speech spectrograms. As the two-dimensional representation ...
Humans Deep Learning Speech Emotions Neural Networks, Computer Algorithms
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