Pavel Golik

According to our database, Pavel Golik authored at least 25 papers between 2011 and 2022.

Collaborative distances:

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

2022

Accented Speech Recognition: Benchmarking, Pre-training, and Diverse Data.

Alëna Aksënova, Zhehuai Chen, Chung-Cheng Chiu, Daan van Esch, Pavel Golik, Wei Han, Levi King, Bhuvana Ramabhadran, Andrew Rosenberg, Suzan Schwartz, Gary Wang

CoRR, 2022

2020

Data-driven deep modeling and training for automatic speech recognition.

Pavel Golik

PhD thesis, 2020

Neural Simultaneous Speech Translation Using Alignment-Based Chunking.

Patrick Wilken, Tamer Alkhouli, Evgeny Matusov, Pavel Golik

Proceedings of the 17th International Conference on Spoken Language Translation, 2020

Start-Before-End and End-to-End: Neural Speech Translation by AppTek and RWTH Aachen University.

Parnia Bahar, Patrick Wilken, Tamer Alkhouli, Andreas Guta, Pavel Golik, Evgeny Matusov, Christian Herold

Proceedings of the 17th International Conference on Spoken Language Translation, 2020

Domain Robust, Fast, and Compact Neural Language Models.

Alexander Gerstenberger, Kazuki Irie, Pavel Golik, Eugen Beck, Hermann Ney

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

2019

Cumulative Adaptation for BLSTM Acoustic Models.

Markus Kitza, Pavel Golik, Ralf Schlüter, Hermann Ney

Proceedings of the 20th Annual Conference of the International Speech Communication Association, 2019

2018

Neural Speech Translation at AppTek.

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

Proceedings of the 15th International Conference on Spoken Language Translation, 2018

MLLP-UPV and RWTH Aachen Spanish ASR Systems for the IberSpeech-RTVE 2018 Speech-to-Text Transcription Challenge.

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

Proceedings of the Fourth International Conference, 2018

2017

A comprehensive study of batch construction strategies for recurrent neural networks in MXNet.

Patrick Doetsch, Pavel Golik, Hermann Ney

CoRR, 2017

The 2016 RWTH Keyword Search System for Low-Resource Languages.

Pavel Golik, Zoltán Tüske, Kazuki Irie, Eugen Beck, Ralf Schlüter, Hermann Ney

Proceedings of the Speech and Computer - 19th International Conference, 2017

Investigations on byte-level convolutional neural networks for language modeling in low resource speech recognition.

Kazuki Irie, Pavel Golik, Ralf Schlüter, Hermann Ney

Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

2016

Automatic Speech Recognition Based on Neural Networks.

Ralf Schlüter, Patrick Doetsch, Pavel Golik, Markus Kitza, Tobias Menne, Kazuki Irie, Zoltán Tüske, Albert Zeyer

Proceedings of the Speech and Computer - 18th International Conference, 2016

2015

Multilingual features based keyword search for very low-resource languages.

Pavel Golik, Zoltán Tüske, Ralf Schlüter, Hermann Ney

Proceedings of the 16th Annual Conference of the International Speech Communication Association, 2015

Convolutional neural networks for acoustic modeling of raw time signal in LVCSR.

Pavel Golik, Zoltán Tüske, Ralf Schlüter, Hermann Ney

Proceedings of the 16th Annual Conference of the International Speech Communication Association, 2015

Investigations on sequence training of neural networks.

Simon Wiesler, Pavel Golik, Ralf Schlüter, Hermann Ney

Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

Unsupervised adaptation of a denoising autoencoder by Bayesian Feature Enhancement for reverberant asr under mismatch conditions.

Jahn Heymann, Reinhold Haeb-Umbach, Pavel Golik, Ralf Schlüter

Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

Speaker adaptive joint training of Gaussian mixture models and bottleneck features.

Zoltán Tüske, Pavel Golik, Ralf Schlüter, Hermann Ney

Proceedings of the 2015 IEEE Workshop on Automatic Speech Recognition and Understanding, 2015

Multilingual representations for low resource speech recognition and keyword search.

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

Proceedings of the 2015 IEEE Workshop on Automatic Speech Recognition and Understanding, 2015

2014

Acoustic modeling with deep neural networks using raw time signal for LVCSR.

Zoltán Tüske, Pavel Golik, Ralf Schlüter, Hermann Ney

Proceedings of the 15th Annual Conference of the International Speech Communication Association, 2014

Data augmentation, feature combination, and multilingual neural networks to improve ASR and KWS performance for low-resource languages.

Zoltán Tüske, Pavel Golik, David Nolden, Ralf Schlüter, Hermann Ney

Proceedings of the 15th Annual Conference of the International Speech Communication Association, 2014

RASR/NN: The RWTH neural network toolkit for speech recognition.

Simon Wiesler, Alexander Richard, Pavel Golik, Ralf Schlüter, Hermann Ney

Proceedings of the IEEE International Conference on Acoustics, 2014

2013

Development of the RWTH transcription system for slovenian.

Pavel Golik, Zoltán Tüske, Ralf Schlüter, Hermann Ney

Proceedings of the 14th Annual Conference of the International Speech Communication Association, 2013

Cross-entropy vs. squared error training: a theoretical and experimental comparison.

Pavel Golik, Patrick Doetsch, Hermann Ney

Proceedings of the 14th Annual Conference of the International Speech Communication Association, 2013

2012

Mobile music modeling, analysis and recognition.

Pavel Golik, Boulos Harb, Ananya Misra, Michael Riley, Alex Rudnick, Eugene Weinstein

Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

2011

Non-stationary feature extraction for automatic speech recognition.

Zoltán Tüske, Pavel Golik, Ralf Schlüter, Friedhelm R. Drepper

Proceedings of the IEEE International Conference on Acoustics, 2011