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Dimitrios Dimitriadis

A review of speaker diarization: Recent advances with deep learning
2021 · Tae Jin Park, Naoyuki Kanda, et al. · Computer Speech & Language · 405
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English Conversational Telephone Speech Recognition by Humans and Machines
2017 · George Saon, Gakuto Kurata, et al. · Interspeech (USB) · 389
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Federated benchmarking of medical artificial intelligence with MedPerf
2023 · Alexandros Karargyris, Renato Umeton, et al. · Nature Machine Intelligence · 232
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Heterogeneous Ensemble Knowledge Transfer for Training Large Models in Federated Learning
2022 · Yae Jee Cho, Andre Manoel, et al. · International Joint Conference on Artificial Intelligence · 166
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Progressive Neural Networks for Transfer Learning in Emotion Recognition
2017 · John Gideon, Soheil Khorram, et al. · Interspeech (USB) · 139
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Personalized Federated Learning With Adaptive Batchnorm for Healthcare
2022 · Wang Lu, Jindong Wang, et al. · IEEE Transactions on Big Data · 101
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Robust AM-FM features for speech recognition
2005 · D. Dimitriadis, P. Maragos, et al. · IEEE Signal Processing Letters · 98
The Federation Strikes Back: A Survey of Federated Learning Privacy Attacks, Defenses, Applications, and Policy Landscape
2025 · Joshua Zhao, Saurabh Bagchi, et al. · ACM Computing Surveys · 88
Advances in Online Audio-Visual Meeting Transcription
2019 · Takuya Yoshioka, Igor Abramovski, et al. · IEEE Workshop on Automatic Speech Recognition and Understanding (ASRU) · 79
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Developing On-Line Speaker Diarization System
2017 · Dimitrios Dimitriadis, Petr Fousek · Interspeech (USB) · 78
A Comparison of the Squared Energy and Teager-Kaiser Operators for Short-Term Energy Estimation in Additive Noise
2009 · D. Dimitriadis, A. Potamianos, et al. · IEEE Transactions on Signal Processing · 75
Single-channel Speech Extraction Using Speaker Inventory and Attention Network
2019 · Xiong Xiao, Zhuo Chen, et al. · IEEE International Conference on Acoustics Speech and Signal Processing · 72
Auditory Teager energy cepstrum coefficients for robust speech recognition
2005 · Dimitrios Dimitriadis, Petros Maragos, et al. · Interspeech (USB) · 69
Acoustic and Lexical Sentiment Analysis for Customer Service Calls
2019 · Bryan Li, Dimitrios Dimitriadis, et al. · IEEE International Conference on Acoustics Speech and Signal Processing · 62
FLUTE: A Scalable, Extensible Framework for High-Performance Federated Learning Simulations
2022 · Garcia, Mirian Hipolito, Manoel, Andre, et al. · arXiv (Cornell University) · 48
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Capturing Long-Term Temporal Dependencies with Convolutional Networks for Continuous Emotion Recognition
2017 · Soheil Khorram, Zakaria Aldeneh, et al. · Interspeech (USB) · 47
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Meeting Transcription Using Asynchronous Distant Microphones
2019 · Takuya Yoshioka, Dimitrios Dimitriadis, et al. · Interspeech (USB) · 40
Pooling acoustic and lexical features for the prediction of valence
2017 · Zakaria Aldeneh, Soheil Khorram, et al. · INTERNATIONAL CONFERENCE ON MULTIMODAL INTERACTION · 40
Continuous energy demodulation methods and application to speech analysis
2005 · Dimitrios Dimitriadis, Petros Maragos · Speech Communication · 37
A Federated Approach in Training Acoustic Models
2020 · Dimitrios Dimitriadis, Kenichi Kumatani, et al. · Interspeech (USB) · 36
On the Effects of Filterbank Design and Energy Computation on Robust Speech Recognition
2010 · Dimitrios Dimitriadis, Petros Maragos, et al. · IEEE Transactions on Audio Speech and Language Processing · 32
MARS: Meaning-Aware Response Scoring for Uncertainty Estimation in Generative LLMs
2024 · Yavuz Faruk Bakman, Duygu Nur Yaldiz, et al. · Proceedings of the conference - Association for Computational Linguistics. Meeting · 31
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MMDeepResearch-Bench: A Benchmark for Multimodal Deep Research Agents
2026 · Huang, Peizhou, Zhong, Zixuan, et al. · arXiv (Cornell University) · 30
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Low-latency Speaker-independent Continuous Speech Separation
2019 · Takuya Yoshioka, Zhuo Chen, et al. · IEEE International Conference on Acoustics Speech and Signal Processing · 28
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Spectral Moment Features Augmented by Low Order Cepstral Coefficients for Robust ASR
2010 · Pirros Tsiakoulis, Alexandros Potamianos, et al. · IEEE Signal Processing Letters · 28
Works count: 88
Citation count: 2,933
H-index: 26
I10-index: 43
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