Workshop

Generalizable Speech Deepfake Detection Via Meta-Learned LoRA

J. Laakkonen, I. Kukanov, V. Hautamäki

Audio-AAAI Workshop 2026, Singapore 2025

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Conference

KLASSify to Verify: Audio-Visual Deepfake Detection Using SSL-based Audio and Handcrafted Visual Features

I. Kukanov, J. W. Ng

ACM MM 2025, Dublin, Ireland 2025

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Conference

Mixture of Low-Rank Adapter Experts in Generalizable Audio Deepfake Detection

J. Laakkonen, I. Kukanov, V. Hautamäki

APSIPA ASC 2025, Singapore 2025

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Conference

Meta-Learning Approaches for Improving Detection of Unseen Speech Deepfakes

I. Kukanov, J. Laakkonen, T. Kinnunen, V. Hautamäki

SLT 2024, Macau, China 2024

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Conference

Towards Quantifying and Reducing Language Mismatch Effects in Cross-Lingual Speech Anti-Spoofing

T. Liu, I. Kukanov, Z. Pan, Q. Wang, H. B. Sailor, K. A. Lee

SLT 2024, Macau, China 2024

PDF Poster

Conference

ASVspoof 5: Crowdsourced Speech Data, Deepfakes, and Adversarial Attacks at Scale

X. Wang, H. Delgado, H. Tak, J. Jung, H. Shim, M. Todisco, I. Kukanov, X. Liu, M. Sahidullah, T. Kinnunen, N. Evans, K. Lee, J. Yamagishi

ASVspoof 5 Workshop (Interspeech2024 Satellite), Kos, Greece 2024

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Conference

Analysis of Joint Speech-Text Embeddings for Semantic Matching

H. M. Shahrin, I. Kukanov

SLT 2023, Doha, Qatar 2022

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Thesis

Polyphonic Sound Event Detection: Phonetic Features and Environmental Sounds

I. Kukanov

Department School of Computing, University of Eastern Finland, Finland 2021

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Conference

Cost Sensitive Optimization of Deepfake Detector

I. Kukanov, J. Karttunen, H. Sillanpää, V. Hautamäki

APSIPA 2020, Auckland, New Zealand 2020

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Conference

DigiMo - Towards Developing an Emotional Intelligent Chatbot in Singapore

A. I. Niculescu, I. Kukanov, B. Wadhwa

AsianCHI 2020, Honolulu, HI, USA 2020

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