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ORCIDPavel Golik
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2020 – today
- 2022
[i4]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 abs/2205.08014 (2022)- 2020
- [b1]Pavel Golik:
Data-driven deep modeling and training for automatic speech recognition. RWTH Aachen University, Germany, 2020 - [c22]Alexander Gerstenberger, Kazuki Irie, Pavel Golik, Eugen Beck, Hermann Ney:
Domain Robust, Fast, and Compact Neural Language Models. ICASSP 2020: 7954-7958 - [c21]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: 44-54 - [c20]Patrick Wilken, Tamer Alkhouli, Evgeny Matusov, Pavel Golik:
Neural Simultaneous Speech Translation Using Alignment-Based Chunking. IWSLT 2020: 237-246 - [i3]Patrick Wilken, Tamer Alkhouli, Evgeny Matusov, Pavel Golik:
Neural Simultaneous Speech Translation Using Alignment-Based Chunking. CoRR abs/2005.14489 (2020)
2010 – 2019
- 2019
- [c19]Markus Kitza, Pavel Golik, Ralf Schlüter, Hermann Ney:
Cumulative Adaptation for BLSTM Acoustic Models. INTERSPEECH 2019: 754-758 - [i2]Markus Kitza, Pavel Golik, Ralf Schlüter, Hermann Ney:
Cumulative Adaptation for BLSTM Acoustic Models. CoRR abs/1906.06207 (2019) - 2018
- [c18]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: 257-261 - [c17]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: 104-111 - 2017
- [c16]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: 5740-5744 - [c15]Pavel Golik, Zoltán Tüske, Kazuki Irie, Eugen Beck, Ralf Schlüter, Hermann Ney:
The 2016 RWTH Keyword Search System for Low-Resource Languages. SPECOM 2017: 719-730 - [i1]Patrick Doetsch, Pavel Golik, Hermann Ney:
A comprehensive study of batch construction strategies for recurrent neural networks in MXNet. CoRR abs/1705.02414 (2017) - 2016
- [c14]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: 3-17 - 2015
- [c13]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: 259-266 - [c12]Zoltán Tüske, Pavel Golik, Ralf Schlüter, Hermann Ney:
Speaker adaptive joint training of Gaussian mixture models and bottleneck features. ASRU 2015: 596-603 - [c11]Simon Wiesler, Pavel Golik, Ralf Schlüter, Hermann Ney:
Investigations on sequence training of neural networks. ICASSP 2015: 4565-4569 - [c10]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: 5053-5057 - [c9]Pavel Golik, Zoltán Tüske, Ralf Schlüter, Hermann Ney:
Convolutional neural networks for acoustic modeling of raw time signal in LVCSR. INTERSPEECH 2015: 26-30 - [c8]Pavel Golik, Zoltán Tüske, Ralf Schlüter, Hermann Ney:
Multilingual features based keyword search for very low-resource languages. INTERSPEECH 2015: 1260-1264 - 2014
- [c7]Simon Wiesler, Alexander Richard, Pavel Golik, Ralf Schlüter, Hermann Ney:
RASR/NN: The RWTH neural network toolkit for speech recognition. ICASSP 2014: 3281-3285 - [c6]Zoltán Tüske, Pavel Golik, Ralf Schlüter, Hermann Ney:
Acoustic modeling with deep neural networks using raw time signal for LVCSR. INTERSPEECH 2014: 890-894 - [c5]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: 1420-1424 - 2013
- [c4]Pavel Golik, Patrick Doetsch, Hermann Ney:
Cross-entropy vs. squared error training: a theoretical and experimental comparison. INTERSPEECH 2013: 1756-1760 - [c3]Pavel Golik, Zoltán Tüske, Ralf Schlüter, Hermann Ney:
Development of the RWTH transcription system for slovenian. INTERSPEECH 2013: 3107-3111 - 2012
- [c2]Pavel Golik, Boulos Harb, Ananya Misra, Michael Riley, Alex Rudnick, Eugene Weinstein:
Mobile music modeling, analysis and recognition. ICASSP 2012: 2353-2356 - 2011
- [c1]Zoltán Tüske, Pavel Golik, Ralf Schlüter, Friedhelm R. Drepper:
Non-stationary feature extraction for automatic speech recognition. ICASSP 2011: 5204-5207
Coauthor Index
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