AIMC Topic: Speech

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Mandarin Speech Reconstruction from Tongue Motion Ultrasound Images based on Generative Adversarial Networks.

Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference Jul 1, 2024
Speech impairment resulting from laryngectomy causes severe physiological and psychological distress to laryngectomee. In clinical practice, the upper vocal tract articulatory organs function normally in most laryngectomee. The potential to reconstru...
Ultrasonography Image Processing, Computer-Assisted Tongue Generative Adversarial Networks Motion Neural Networks, Computer Humans Language Speech
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Emotion Recognition from Speech Signals by Mel-Spectrogram and a CNN-RNN.

Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference Jul 1, 2024
Speech emotion recognition (SER) in health applications can offer several benefits by providing insights into the emotional well-being of individuals. In this work, we propose a method for SER using time-frequency representation of the speech signals...
Algorithms Signal Processing, Computer-Assisted Speech Humans Emotions Neural Networks, Computer
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Detecting Post-Stroke Aphasia Via Brain Responses to Speech in a Deep Learning Framework.

Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference Jul 1, 2024
Aphasia, a language disorder primarily caused by a stroke, is traditionally diagnosed using behavioral language tests. However, these tests are time-consuming, require manual interpretation by trained clinicians, suffer from low ecological validity, ...
Support Vector Machine Electroencephalography Aphasia Stroke Middle Aged Humans Deep Learning Speech Female Adult Aged Male Brain
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Exploring Self-Supervised Models for Depressive Disorder Detection: A Study on Speech Corpora.

Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference Jul 1, 2024
Automatic detection of depressive disorder from speech signals can help improve medical diagnosis reliability. However, a significant challenge in this field is that most of the available depression datasets are relatively small, which limits the eff...
Support Vector Machine Bayes Theorem Signal Processing, Computer-Assisted Algorithms Speech Supervised Machine Learning Depressive Disorder Humans
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Research on Tone Enhancement of Mandarin Pitch Controllable Electrolaryngeal Speech Based on Deep Learning.

Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference Jul 1, 2024
The deep learning-based electrolaryngeal (EL) voice conversion methods have achieved good results in non-tonal languages. However, the effectiveness in tonal languages, such as Mandarin Chinese (Mandarin), remains suboptimal. The reason may be that t...
Humans Language Deep Learning Signal Processing, Computer-Assisted Speech Speech Acoustics China Speech, Alaryngeal
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EmoNet: Deep Learning-based Emotion Climate Recognition Using Peers' Conversational Speech, Affect Dynamics, and Physiological Data.

Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference Jul 1, 2024
Understanding the emotional dynamics within social interactions is crucial for meaningful interpretation. Despite progress in emotion recognition systems, recognizing the collective emotional climate among peers has been understudied. Addressing this...
Peer Group Heart Rate Galvanic Skin Response Humans Deep Learning Speech Emotions Signal Processing, Computer-Assisted
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Enhancing Word-Level Imagined Speech BCI Through Heterogeneous Transfer Learning.

Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference Jul 1, 2024
In this study, we proposed a novel heterogeneous transfer learning approach named Focused Speech Feature Transfer Learning (FSFTL), aimed at enhancing the performance of electroencephalogram (EEG)-based word-level Imagined Speech (IS) Brain-Computer ...
Humans Machine Learning Signal Processing, Computer-Assisted Brain-Computer Interfaces Imagination Speech Algorithms Electroencephalography
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First 'bilingual' brain-reading device decodes Spanish and English words.

Nature May 1, 2024
Multilingualism Humans Artificial Intelligence Brain England Prostheses and Implants Male Spain Speech
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Digital Avatars and Personalized Voices-How AI Is Helping to Restore Speech to Patients.

JAMA Apr 16, 2024
Artificial Intelligence Voice Quality Voice Humans Speech Equipment and Supplies Avatar Aphasia
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A unified beamforming and source separation model for static and dynamic human-robot interaction.

JASA express letters Mar 1, 2024
This paper presents a unified model for combining beamforming and blind source separation (BSS). The validity of the model's assumptions is confirmed by recovering target speech information in noise accurately using Oracle information. Using real sta...
Robotics Humans Speech Signal-To-Noise Ratio
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