| 2024 | Interspeech | Enhancing Multilingual Voice Toxicity Detection with Speech-Text Alignment. | Joseph Liu, Mahesh Kumar Nandwana, Janne Pylkknen, Hannes Heikinheimo, Morgan McGuire |
| 2021 | Interspeech | Fast Text-Only Domain Adaptation of RNN-Transducer Prediction Network. | Janne Pylkknen, Antti Ukkonen, Juho Kilpikoski, Samu Tamminen, Hannes Heikinheimo |
| 2016 | Interspeech | Active and Semi-Supervised Learning in ASR: Benefits on the Acoustic and Language Models. | Thomas Drugman, Janne Pylkknen, Reinhard Kneser |
| 2016 | Interspeech | Optimizing Speech Recognition Evaluation Using Stratified Sampling. | Janne Pylkknen, Thomas Drugman, Max Bisani |
| 2012 | Interspeech | Improving Discriminative Training for Robust Acoustic Models in Large Vocabulary Continuous Speech Recognition. | Janne Pylkknen, Mikko Kurimo |
| 2012 | Interspeech | Optimization-Based Control for the Extended Baum-Welch Algorithm. | Janne Pylkknen, Mikko Kurimo |
| 2009 | Interspeech | Investigations on discriminative training in large scale acoustic model estimation. | Janne Pylkknen |
| 2007 | ICASSP | Segregation of Speakers for Speaker Adaptation in TV News Audio. | Ulpu Remes, Janne Pylkknen, Mikko Kurimo |
| 2007 | Interspeech | Estimating VTLN warping factors by distribution matching. | Janne Pylkknen |
| 2007 | NAACL | Analysis of Morph-Based Speech Recognition and the Modeling of Out-of-Vocabulary Words Across Languages. | Mathias Creutz, Teemu Hirsimki, Mikko Kurimo, Antti Puurula, Janne Pylkknen, Vesa Siivola, Matti Varjokallio, Ebru Arisoy, Murat Saraclar, Andreas Stolcke |
| 2006 | Interspeech | LDA based feature estimation methods for LVCSR. | Janne Pylkknen |
| 2006 | NAACL | Unlimited vocabulary speech recognition for agglutinative languages. | Mikko Kurimo, Antti Puurula, Ebru Arisoy, Vesa Siivola, Teemu Hirsimki, Janne Pylkknen, Tanel Alume, Murat Saraclar |
| 2005 | Interspeech | New pruning criteria for efficient decoding. | Janne Pylkknen |
| 2004 | Interspeech | Duration modeling techniques for continuous speech recognition. | Janne Pylkknen, Mikko Kurimo |