Pavel Golik

Publication Activity (10 Years)

Years Active: 2011-2022
Publications (10 Years): 19

Top Topics

Speech Recognition

Gaussian Mixture

Top Venues

Publications

Alëna Aksënova, Zhehuai Chen, Chung-Cheng Chiu, Daan van Esch, Pavel Golik, Wei Han, Levi King, Bhuvana Ramabhadran, Andrew Rosenberg, Suzan Schwartz, Gary Wang
Accented Speech Recognition: Benchmarking, Pre-training, and Diverse Data. CoRR (2022)
Alexander Gerstenberger, Kazuki Irie, Pavel Golik, Eugen Beck, Hermann Ney
Domain Robust, Fast, and Compact Neural Language Models. ICASSP (2020)
Patrick Wilken, Tamer Alkhouli, Evgeny Matusov, Pavel Golik
Neural Simultaneous Speech Translation Using Alignment-Based Chunking. CoRR (2020)
Patrick Wilken, Tamer Alkhouli, Evgeny Matusov, Pavel Golik
Neural Simultaneous Speech Translation Using Alignment-Based Chunking. IWSLT (2020)
Parnia Bahar, Patrick Wilken, Tamer Alkhouli, Andreas Guta, Pavel Golik, Evgeny Matusov, Christian Herold
Start-Before-End and End-to-End: Neural Speech Translation by AppTek and RWTH Aachen University. IWSLT (2020)
Markus Kitza, Pavel Golik, Ralf Schlüter, Hermann Ney
Cumulative Adaptation for BLSTM Acoustic Models. CoRR (2019)
Markus Kitza, Pavel Golik, Ralf Schlüter, Hermann Ney
Cumulative Adaptation for BLSTM Acoustic Models. INTERSPEECH (2019)
Evgeny Matusov, Patrick Wilken, Parnia Bahar, Julian Schamper, Pavel Golik, Albert Zeyer, Joan Albert Silvestre-Cerdà, Adria A. Martinez-Villaronga, Hendrik Pesch, Jan-Thorsten Peter
Neural Speech Translation at AppTek. IWSLT (2018)
Javier Jorge, Adria A. Martinez-Villaronga, Pavel Golik, Adrià Giménez, Joan Albert Silvestre-Cerdà, Patrick Doetsch, Vicent Andreu Císcar, Hermann Ney, Alfons Juan, Albert Sanchís
MLLP-UPV and RWTH Aachen Spanish ASR Systems for the IberSpeech-RTVE 2018 Speech-to-Text Transcription Challenge. IberSPEECH (2018)
Kazuki Irie, Pavel Golik, Ralf Schlüter, Hermann Ney
Investigations on byte-level convolutional neural networks for language modeling in low resource speech recognition. ICASSP (2017)
Pavel Golik, Zoltán Tüske, Kazuki Irie, Eugen Beck, Ralf Schlüter, Hermann Ney
The 2016 RWTH Keyword Search System for Low-Resource Languages. SPECOM (2017)
Patrick Doetsch, Pavel Golik, Hermann Ney
A comprehensive study of batch construction strategies for recurrent neural networks in MXNet. CoRR (2017)
Ralf Schlüter, Patrick Doetsch, Pavel Golik, Markus Kitza, Tobias Menne, Kazuki Irie, Zoltán Tüske, Albert Zeyer
Automatic Speech Recognition Based on Neural Networks. SPECOM (2016)
Jia Cui, Brian Kingsbury, Bhuvana Ramabhadran, Abhinav Sethy, Kartik Audhkhasi, Xiaodong Cui, Ellen Kislal, Lidia Mangu, Markus Nußbaum-Thom, Michael Picheny, Zoltán Tüske, Pavel Golik, Ralf Schlüter, Hermann Ney, Mark J. F. Gales, Kate M. Knill, Anton Ragni, Haipeng Wang, Philip C. Woodland
Multilingual representations for low resource speech recognition and keyword search. ASRU (2015)
Jahn Heymann, Reinhold Haeb-Umbach, Pavel Golik, Ralf Schlüter
Unsupervised adaptation of a denoising autoencoder by Bayesian Feature Enhancement for reverberant asr under mismatch conditions. ICASSP (2015)
Simon Wiesler, Pavel Golik, Ralf Schlüter, Hermann Ney
Investigations on sequence training of neural networks. ICASSP (2015)
Pavel Golik, Zoltán Tüske, Ralf Schlüter, Hermann Ney
Convolutional neural networks for acoustic modeling of raw time signal in LVCSR. INTERSPEECH (2015)
Zoltán Tüske, Pavel Golik, Ralf Schlüter, Hermann Ney
Speaker adaptive joint training of Gaussian mixture models and bottleneck features. ASRU (2015)
Pavel Golik, Zoltán Tüske, Ralf Schlüter, Hermann Ney
Multilingual features based keyword search for very low-resource languages. INTERSPEECH (2015)
Zoltán Tüske, Pavel Golik, Ralf Schlüter, Hermann Ney
Acoustic modeling with deep neural networks using raw time signal for LVCSR. INTERSPEECH (2014)
Zoltán Tüske, Pavel Golik, David Nolden, Ralf Schlüter, Hermann Ney
Data augmentation, feature combination, and multilingual neural networks to improve ASR and KWS performance for low-resource languages. INTERSPEECH (2014)
Simon Wiesler, Alexander Richard, Pavel Golik, Ralf Schlüter, Hermann Ney
RASR/NN: The RWTH neural network toolkit for speech recognition. ICASSP (2014)
Pavel Golik, Patrick Doetsch, Hermann Ney
Cross-entropy vs. squared error training: a theoretical and experimental comparison. INTERSPEECH (2013)
Pavel Golik, Zoltán Tüske, Ralf Schlüter, Hermann Ney
Development of the RWTH transcription system for slovenian. INTERSPEECH (2013)
Pavel Golik, Boulos Harb, Ananya Misra, Michael Riley, Alex Rudnick, Eugene Weinstein
Mobile music modeling, analysis and recognition. ICASSP (2012)
Zoltán Tüske, Pavel Golik, Ralf Schlüter, Friedhelm R. Drepper
Non-stationary feature extraction for automatic speech recognition. ICASSP (2011)