Janne Pylkkönen

According to our database, Janne Pylkkönen authored at least 19 papers between 2004 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Enhancing Multilingual Voice Toxicity Detection with Speech-Text Alignment.

Joseph Liu, Mahesh Kumar Nandwana, Janne Pylkkönen, Hannes Heikinheimo, Morgan McGuire

CoRR, 2024

2021

Fast Text-Only Domain Adaptation of RNN-Transducer Prediction Network.

Janne Pylkkönen, Antti Ukkonen, Juho Kilpikoski, Samu Tamminen, Hannes Heikinheimo

Proceedings of the 22nd Annual Conference of the International Speech Communication Association, Interspeech 2021, Brno, Czechia, August 30, 2021

2016

Optimizing Speech Recognition Evaluation Using Stratified Sampling.

Janne Pylkkönen, Thomas Drugman, Max Bisani

Proceedings of the 17th Annual Conference of the International Speech Communication Association, 2016

Active and Semi-Supervised Learning in ASR: Benefits on the Acoustic and Language Models.

Thomas Drugman, Janne Pylkkönen, Reinhard Kneser

Proceedings of the 17th Annual Conference of the International Speech Communication Association, 2016

2013

Towards Efficient and Robust Automatic Speech Recognition: Decoding Techniques and Discriminative Training ; Kohti tehokasta ja häiriöitä sietävää automaattista puheentunnistusta: tekniikoita dekoodaukseen ja diskriminatiiviseen opetukseen.

Janne Pylkkönen

PhD thesis, 2013

2012

Analysis of Extended Baum-Welch and Constrained Optimization for Discriminative Training of HMMs.

Janne Pylkkönen, Mikko Kurimo

IEEE Trans. Speech Audio Process., 2012

Optimization-Based Control for the Extended Baum-Welch Algorithm.

Janne Pylkkönen, Mikko Kurimo

Proceedings of the 13th Annual Conference of the International Speech Communication Association, 2012

Improving Discriminative Training for Robust Acoustic Models in Large Vocabulary Continuous Speech Recognition.

Janne Pylkkönen, Mikko Kurimo

Proceedings of the 13th Annual Conference of the International Speech Communication Association, 2012

2009

Importance of High-Order N-Gram Models in Morph-Based Speech Recognition.

Teemu Hirsimäki, Janne Pylkkönen, Mikko Kurimo

IEEE Trans. Speech Audio Process., 2009

Investigations on discriminative training in large scale acoustic model estimation.

Janne Pylkkönen

Proceedings of the 10th Annual Conference of the International Speech Communication Association, 2009

2007

Morph-based speech recognition and modeling of out-of-vocabulary words across languages.

Mathias Creutz, Teemu Hirsimäki, Mikko Kurimo, Antti Puurula, Janne Pylkkönen, Vesa Siivola, Matti Varjokallio, Ebru Arisoy, Murat Saraclar, Andreas Stolcke

ACM Trans. Speech Lang. Process., 2007

Analysis of Morph-Based Speech Recognition and the Modeling of Out-of-Vocabulary Words Across Languages.

Mathias Creutz, Teemu Hirsimäki, Mikko Kurimo, Antti Puurula, Janne Pylkkönen, Vesa Siivola, Matti Varjokallio, Ebru Arisoy, Murat Saraclar, Andreas Stolcke

Proceedings of the Human Language Technology Conference of the North American Chapter of the Association of Computational Linguistics, 2007

Estimating VTLN warping factors by distribution matching.

Janne Pylkkönen

Proceedings of the 8th Annual Conference of the International Speech Communication Association, 2007

Segregation of Speakers for Speaker Adaptation in TV News Audio.

Ulpu Remes, Janne Pylkkönen, Mikko Kurimo

Proceedings of the IEEE International Conference on Acoustics, 2007

2006

Unlimited vocabulary speech recognition with morph language models applied to Finnish.

Teemu Hirsimäki, Mathias Creutz, Vesa Siivola, Mikko Kurimo, Sami Virpioja, Janne Pylkkönen

Comput. Speech Lang., 2006

Unlimited vocabulary speech recognition for agglutinative languages.

Mikko Kurimo, Antti Puurula, Ebru Arisoy, Vesa Siivola, Teemu Hirsimäki, Janne Pylkkönen, Tanel Alumäe, Murat Saraclar

Proceedings of the Human Language Technology Conference of the North American Chapter of the Association of Computational Linguistics, 2006

LDA based feature estimation methods for LVCSR.

Janne Pylkkönen

Proceedings of the Ninth International Conference on Spoken Language Processing, 2006

2005

New pruning criteria for efficient decoding.

Janne Pylkkönen

Proceedings of the 9th European Conference on Speech Communication and Technology, 2005

2004

Duration modeling techniques for continuous speech recognition.

Janne Pylkkönen, Mikko Kurimo

Proceedings of the 8th International Conference on Spoken Language Processing, 2004