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Home/Authors/Ivan Kukanov

Ivan Kukanov

2 indexed papers

Recent (6 mo)
2
With code
0
Influential cites
0
Benchmarked
0

Publications per year

2
26

Top categories

Audio and Speech Processing×2

Frequent co-authors

Zheng Xin Chai1×
Janne Laakkonen1×
Ville Hautamäki1×

Research Timeline

2026
How Meta-Learning Shapes LoRA Adapter Geometry in Speech Deepfake Detection

This paper compares the geometry of solutions left by different objectives in low-rank adapters for speech deepfake detection using the empirical Fisher diagnostic.

Singlish, Can or Not? Fine-Tuning and Evaluating Zero-Shot TTS for Singapore English

This paper fine-tunes two zero-shot text-to-speech models, Chatterbox and CosyVoice 3, on Singlish speakers from the IMDA National Speech Corpus to improve accent similarity and naturalness.

Highlighted terms show continued research focus across papers

Papers

eess.ASEmpiricalRecentJul 25, 2026

Singlish, Can or Not? Fine-Tuning and Evaluating Zero-Shot TTS for Singapore English

Ivan Kukanov, Zheng Xin Chai

This paper fine-tunes two zero-shot text-to-speech models, Chatterbox and CosyVoice 3, on Singlish speakers from the IMDA National Speech Corpus to improve accent similarity and naturalness.

View →
eess.ASEmpiricalRecent
Jul 24, 2026

How Meta-Learning Shapes LoRA Adapter Geometry in Speech Deepfake Detection

Ivan Kukanov, Janne Laakkonen, Ville Hautamäki

This paper compares the geometry of solutions left by different objectives in low-rank adapters for speech deepfake detection using the empirical Fisher diagnostic.

View →