Bahman Mirheidari

According to our database, Bahman Mirheidari authored at least 20 papers between 2016 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of three.

2023

Investigating Visual Features for Cognitive Impairment Detection Using In-the-wild Data.

Fatimah Alzahrani, Bahman Mirheidari, Daniel Blackburn, Steve Maddock, Heidi Christensen

Proceedings of the 17th IEEE International Conference on Automatic Face and Gesture Recognition, 2023

Identifying People with Mild Cognitive Impairment at Risk of Developing Dementia using Speech Analysis.

Bahman Mirheidari, Ronan O'Malley, Daniel Blackburn, Heidi Christensen

Proceedings of the IEEE Automatic Speech Recognition and Understanding Workshop, 2023

2022

Automatic Detection of Expressed Emotion from Five-Minute Speech Samples: Challenges and Opportunities.

Bahman Mirheidari, André Bittar, Nicholas Cummins, Johnny Downs, Helen L. Fisher, Heidi Christensen

Proceedings of the Interspeech 2022, 2022

Automatic cognitive assessment: Combining sparse datasets with disparate cognitive scores.

Bahman Mirheidari, Daniel Blackburn, Heidi Christensen

Proceedings of the Interspeech 2022, 2022

2021

Predicting Levels of Depression and Anxiety in People with Neurodegenerative Memory Complaints Presenting with Confounding Symptoms.

Dalia Attas, Bahman Mirheidari, Daniel Blackburn, Annalena Venneri, Traci Walker, Kirsty Harkness, Markus Reuber, Chris Blackmore, Heidi Christensen

Proceedings of the Intelligent Computing, 2021

Using the Outputs of Different Automatic Speech Recognition Paradigms for Acoustic- and BERT-Based Alzheimer's Dementia Detection Through Spontaneous Speech.

Yilin Pan, Bahman Mirheidari, Jennifer M. Harris, Jennifer C. Thompson, Matthew Jones, Julie S. Snowden, Daniel Blackburn, Heidi Christensen

Proceedings of the Interspeech 2021, 22nd Annual Conference of the International Speech Communication Association, Brno, Czechia, 30 August, 2021

Identifying Cognitive Impairment Using Sentence Representation Vectors.

Bahman Mirheidari, Yilin Pan, Daniel Blackburn, Ronan O'Malley, Heidi Christensen

Proceedings of the Interspeech 2021, 22nd Annual Conference of the International Speech Communication Association, Brno, Czechia, 30 August, 2021

Eye Blink Rate Based Detection of Cognitive Impairment Using In-the-wild Data.

Fatimah Alzahrani, Bahman Mirheidari, Daniel Blackburn, Steve Maddock, Heidi Christensen

Proceedings of the 9th International Conference on Affective Computing and Intelligent Interaction, 2021

2020

Data augmentation using generative networks to identify dementia.

Bahman Mirheidari, Yilin Pan, Daniel Blackburn, Ronan O'Malley, Traci Walker, Annalena Venneri, Markus Reuber, Heidi Christensen

CoRR, 2020

Acoustic Feature Extraction with Interpretable Deep Neural Network for Neurodegenerative Related Disorder Classification.

Yilin Pan, Bahman Mirheidari, Zehai Tu, Ronan O'Malley, Traci Walker, Annalena Venneri, Markus Reuber, Daniel Blackburn, Heidi Christensen

Proceedings of the Interspeech 2020, 2020

Improving Detection of Alzheimer's Disease Using Automatic Speech Recognition to Identify High-Quality Segments for More Robust Feature Extraction.

Yilin Pan, Bahman Mirheidari, Markus Reuber, Annalena Venneri, Daniel Blackburn, Heidi Christensen

Proceedings of the Interspeech 2020, 2020

Improving Cognitive Impairment Classification by Generative Neural Network-Based Feature Augmentation.

Bahman Mirheidari, Daniel Blackburn, Ronan O'Malley, Annalena Venneri, Traci Walker, Markus Reuber, Heidi Christensen

Proceedings of the Interspeech 2020, 2020

2019

Dementia detection using automatic analysis of conversations.

Bahman Mirheidari, Daniel Blackburn, Traci Walker, Markus Reuber, Heidi Christensen

Comput. Speech Lang., 2019

Detecting Alzheimer's Disease by estimating attention and elicitation path through the alignment of spoken picture descriptions with the picture prompt.

Bahman Mirheidari, Yilin Pan, Traci Walker, Markus Reuber, Annalena Venneri, Daniel Blackburn, Heidi Christensen

CoRR, 2019

Automatic Hierarchical Attention Neural Network for Detecting AD.

Yilin Pan, Bahman Mirheidari, Markus Reuber, Annalena Venneri, Daniel Blackburn, Heidi Christensen

Proceedings of the Interspeech 2019, 2019

Computational Cognitive Assessment: Investigating the Use of an Intelligent Virtual Agent for the Detection of Early Signs of Dementia.

Bahman Mirheidari, Daniel Blackburn, Ronan O'Malley, Traci Walker, Annalena Venneri, Markus Reuber, Heidi Christensen

Proceedings of the IEEE International Conference on Acoustics, 2019

2018

Detecting early signs of dementia in conversation.

Bahman Mirheidari

PhD thesis, 2018

Detecting Signs of Dementia Using Word Vector Representations.

Bahman Mirheidari, Daniel Blackburn, Traci Walker, Annalena Venneri, Markus Reuber, Heidi Christensen

Proceedings of the Interspeech 2018, 2018

2017

An Avatar-Based System for Identifying Individuals Likely to Develop Dementia.

Bahman Mirheidari, Daniel Blackburn, Kirsty Harkness, Traci Walker, Annalena Venneri, Markus Reuber, Heidi Christensen

Proceedings of the Interspeech 2017, 2017

2016

Diagnosing People with Dementia Using Automatic Conversation Analysis.

Bahman Mirheidari, Daniel Blackburn, Markus Reuber, Traci Walker, Heidi Christensen

Proceedings of the Interspeech 2016, 2016