Janne Pylkkönen

Publication Activity (10 Years)

Years Active: 2004-2024
Publications (10 Years): 6

Top Venues

CoRR

INTERSPEECH

Interspeech

Aalto University, Helsinki, Finland (PHD)

Education History

Aalto University, Helsinki, Finland

PHD

Publications

Joseph Liu, Mahesh Kumar Nandwana, Janne Pylkkönen, Hannes Heikinheimo, Morgan McGuire
Enhancing Multilingual Voice Toxicity Detection with Speech-Text Alignment. CoRR (2024)
Janne Pylkkönen, Antti Ukkonen, Juho Kilpikoski, Samu Tamminen, Hannes Heikinheimo
Fast Text-Only Domain Adaptation of RNN-Transducer Prediction Network. Interspeech (2021)
Janne Pylkkönen, Antti Ukkonen, Juho Kilpikoski, Samu Tamminen, Hannes Heikinheimo
Fast Text-Only Domain Adaptation of RNN-Transducer Prediction Network. CoRR (2021)
Thomas Drugman, Janne Pylkkönen, Reinhard Kneser
Active and Semi-Supervised Learning in ASR: Benefits on the Acoustic and Language Models. CoRR (2019)
Thomas Drugman, Janne Pylkkönen, Reinhard Kneser
Active and Semi-Supervised Learning in ASR: Benefits on the Acoustic and Language Models. INTERSPEECH (2016)
Janne Pylkkönen, Thomas Drugman, Max Bisani
Optimizing Speech Recognition Evaluation Using Stratified Sampling. INTERSPEECH (2016)
Janne Pylkkönen, Mikko Kurimo
Optimization-Based Control for the Extended Baum-Welch Algorithm. INTERSPEECH (2012)
Janne Pylkkönen, Mikko Kurimo
Improving Discriminative Training for Robust Acoustic Models in Large Vocabulary Continuous Speech Recognition. INTERSPEECH (2012)
Janne Pylkkönen, Mikko Kurimo
Analysis of Extended Baum-Welch and Constrained Optimization for Discriminative Training of HMMs. IEEE Trans. Speech Audio Process. 20 (9) (2012)
Teemu Hirsimäki, Janne Pylkkönen, Mikko Kurimo
Importance of High-Order N-Gram Models in Morph-Based Speech Recognition. IEEE Trans. Speech Audio Process. 17 (4) (2009)
Janne Pylkkönen
Investigations on discriminative training in large scale acoustic model estimation. INTERSPEECH (2009)
Mathias Creutz, Teemu Hirsimäki, Mikko Kurimo, Antti Puurula, Janne Pylkkönen, Vesa Siivola, Matti Varjokallio, Ebru Arisoy, Murat Saraclar, Andreas Stolcke
Morph-based speech recognition and modeling of out-of-vocabulary words across languages. ACM Trans. Speech Lang. Process. 5 (1) (2007)
Ulpu Remes, Janne Pylkkönen, Mikko Kurimo
Segregation of Speakers for Speaker Adaptation in TV News Audio. ICASSP (4) (2007)
Janne Pylkkönen
Estimating VTLN warping factors by distribution matching. INTERSPEECH (2007)
Mathias Creutz, Teemu Hirsimäki, Mikko Kurimo, Antti Puurula, Janne Pylkkönen, Vesa Siivola, Matti Varjokallio, Ebru Arisoy, Murat Saraclar, Andreas Stolcke
Analysis of Morph-Based Speech Recognition and the Modeling of Out-of-Vocabulary Words Across Languages. HLT-NAACL (2007)
Janne Pylkkönen
LDA based feature estimation methods for LVCSR. INTERSPEECH (2006)
Mikko Kurimo, Antti Puurula, Ebru Arisoy, Vesa Siivola, Teemu Hirsimäki, Janne Pylkkönen, Tanel Alumäe, Murat Saraclar
Unlimited vocabulary speech recognition for agglutinative languages. HLT-NAACL (2006)
Teemu Hirsimäki, Mathias Creutz, Vesa Siivola, Mikko Kurimo, Sami Virpioja, Janne Pylkkönen
Unlimited vocabulary speech recognition with morph language models applied to Finnish. Comput. Speech Lang. 20 (4) (2006)
Janne Pylkkönen
New pruning criteria for efficient decoding. INTERSPEECH (2005)
Janne Pylkkönen, Mikko Kurimo
Duration modeling techniques for continuous speech recognition. INTERSPEECH (2004)

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Publication Activity (10 Years)

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Janne Pylkkönen