Audio-based detection of malfunctioning machines using deep convolutional autoencoders

Authors: Thoidis, Iordanis; Giouvanakis, Marios; Papanikolaou, George

Affiliation: Aristotle University of Thessaloniki

Publication Date: May 2020

Type: Convention Paper

Cost: Free to AES members & institutions and $33 to non-members

Experimenting with 1D CNN Architectures for Generic Audio Classification

Authors: Vrysis, Lazaros; Thoidis, Iordanis; Dimoulas, Charalampos; Papanikolaou, George

Affiliation: Aristotle University of Thessaloniki

Publication Date: May 2020

Type: Convention Paper

Cost: Free to AES members & institutions and $33 to non-members

1D/2D Deep CNNs vs. Temporal Feature Integration for General Audio Classification

Authors: Vrysis, Lazaros; Tsipas, Nikolaos; Thoidis, Iordanis; Dimoulas, Charalampos

Affiliation: Aristotle University of Thessaloniki, Thessaloniki, Greece

Publication Date: January 2020

Type: Journal Article

Cost: Free to AES members & institutions and $33 to non-members

Enhanced Temporal Feature Integration in Audio Semantics via Alpha-Stable Modeling

Authors: Vrysis, Lazaros; Hadjileontiadis, Leontios; Thoidis, Iordanis; Dimoulas, Charalampos; Papanikolaou, George

Affiliation: Aristotle University of Thessaloniki, Thessaloniki, Greece; Khalifa University of Science and Technology, Abu Dhabi, UAE; Aristotle University of Thessaloniki, Thessaloniki, Greece; Aristotle University of Thessaloniki, Thessaloniki, Greece; Aristotle University of Thessaloniki, Thessaloniki, Greece

Publication Date: April 2021

Type: Journal Article

Cost: Free to AES members & institutions and $33 to non-members

Real-time binaural speech reproduction with deep neural networks and dynamic head tracking

Authors: Papavasileiou, Ioannis; Thoidis, Iordanis; Sevastiadis, Christos; Vryzas, Nikolaos; Papanikolaou, George

Affiliation: Laboratory of Electroacoustics and TV Systems, School of Electrical and Computer Engineering, Faculty of Engineering, Aristotle University of Thessaloniki, Thessaloniki, Greece; Aristotle University of Thessaloniki, Thessaloniki, Greece; Aristotle University of Thessaloniki, Thessaloniki, Greece; Aristotle University of Thessaloniki, Thessaloniki, Greece

Publication Date: June 2024

Type: Express Paper

Cost: Free to AES members & institutions and $33 to non-members

Investigation of an Encoder-Decoder LSTM Model on the Enhancement of Speech Intelligibility in Noise for Hearing Impaired Listeners

Authors: Thoidis, Iordanis; Vrysis, Lazaros; Pastiadis, Konstantinos; Markou, Konstantinos; Papanikolaou, George

Affiliation: Aristotle University of Thessaloniki, Thessaloniki, Greece

Publication Date: March 2019

Type: Convention Paper

Cost: Free to AES members & institutions and $33 to non-members

An audio quality metrics toolbox for media assets management, content exchange, and dataset alignment

Open Access

Authors: Vryzas, Nikolaos; Thoidis, Iordanis; Vrysis, Lazaros; Papanikolaou, George; Dimoulas, Charalampos

Publication Date: May 2025

Type: Express Paper

Cost: Open Access (Free to all)

Disentangled estimation of reverberation parameters using temporal convolutional networks

Authors: Thoidis, Iordanis; Vryzas, Nikolaos; Vrysis, Lazaros; Kotsakis, Rigas; Kalliris, George; Dimoulas, Charalampos

Affiliation: Aristotle University of Thessaloniki, Greece

Publication Date: May 2022

Type: Convention Paper

Cost: Free to AES members & institutions and $33 to non-members

Reconstructing Sound Fields with Physics-Informed Neural Networks: Applications in Real-World Acoustic Environments

Open Access

Authors: Kotsakis, Rigas; Lois, Sotiris; Thoidis, Iordanis; Vryzas, Nikolaos; Vrysis, Lazaros; Kalliris, George

Affiliation: Aristotle University of Thessaloniki

Publication Date: May 2025

Type: Express Paper

Cost: Open Access (Free to all)

Audio Event Identification in Sports Media Content: The Case of Basketball

Authors: Filippidis, Panagiotis-Marios; Vryzas, Nikolaos; Kotsakis, Rigas; Thoidis, Iordanis; Dimoulas, Charalampos A.; Bratsas, Charalampos

Affiliation: Aristotle University of Thessaloniki, Thessaloniki, Greece

Publication Date: March 2019

Type: Convention Paper

Cost: Free to AES members & institutions and $33 to non-members