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Yoshiharu Yamamoto

3 accepted papers

2024

Deep Fusion of Shifted MLP and CNN for Medical Image Segmentation

ICASSP 2024accepted

Medical image segmentation is an important task in modern analysis of medical images. Current methods tend to extract either local features with convolutions or global features with Transformers. However, few of them are able to effectively fuse global and local features to facilitate segmentation.…

Cited by 0SourceScholar
2023

Daily Mental Health Monitoring from Speech: A Real-World Japanese Dataset and Multitask Learning Analysis

ICASSP 2023accepted

Translating mental health recognition from clinical research into real-world application requires extensive data, yet existing emotion datasets are impoverished in terms of daily mental health monitoring, especially when aiming for self-reported anxiety and depression recognition. We introduce the J…

Cited by 0SourceScholar
2023

Federated Intelligent Terminals Facilitate Stuttering Monitoring

ICASSP 2023accepted

Stuttering is a complicated language disorder. The most common form of stuttering is developmental stuttering, which begins in childhood. Early monitoring and intervention are essential for the treatment of children with stuttering. Automatic speech recognition technology has shown its great potenti…

Cited by 0SourceScholar