Roland Maas

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 45

Top Venues

CoRR

INTERSPEECH

ICASSP

SLT

University of Erlangen-Nuremberg, Germany (PHD)

Education History

University of Erlangen-Nuremberg, Germany

PHD

Publications

Anirudh Raju, Aparna Khare, Di He, Ilya Sklyar, Long Chen, Sam Alptekin, Viet Anh Trinh, Zhe Zhang, Colin Vaz, Venkatesh Ravichandran, Roland Maas, Ariya Rastrow
Two-pass Endpoint Detection for Speech Recognition. CoRR (2024)
Srinath Tankasala, Long Chen, Andreas Stolcke, Anirudh Raju, Qianli Deng, Chander Chandak, Aparna Khare, Roland Maas, Venkatesh Ravichandran
Cross-Utterance ASR Rescoring with Graph-Based Label Propagation. ICASSP (2023)
Srinath Tankasala, Long Chen, Andreas Stolcke, Anirudh Raju, Qianli Deng, Chander Chandak, Aparna Khare, Roland Maas, Venkatesh Ravichandran
Cross-utterance ASR Rescoring with Graph-based Label Propagation. CoRR (2023)
Anirudh Raju, Aparna Khare, Di He, Ilya Sklyar, Long Chen, Sam Alptekin, Viet Anh Trinh, Zhe Zhang, Colin Vaz, Venkatesh Ravichandran, Roland Maas, Ariya Rastrow
Two-Pass Endpoint Detection for Speech Recognition. ASRU (2023)
Jinhan Wang, Xiaosu Tong, Jinxi Guo, Di He, Roland Maas
VADOI: Voice-Activity-Detection Overlapping Inference for End-To-End Long-Form Speech Recognition. ICASSP (2022)
Jinhan Wang, Xiaosu Tong, Jinxi Guo, Di He, Roland Maas
VADOI: Voice-Activity-Detection Overlapping Inference For End-to-end Long-form Speech Recognition. CoRR (2022)
Aparna Khare, Minhua Wu, Saurabhchand Bhati, Jasha Droppo, Roland Maas
Guided Contrastive Self-Supervised Pre-Training for Automatic Speech Recognition. SLT (2022)
Viet Anh Trinh, Pegah Ghahremani, Brian King, Jasha Droppo, Andreas Stolcke, Roland Maas
Reducing Geographic Disparities in Automatic Speech Recognition via Elastic Weight Consolidation. INTERSPEECH (2022)
Aparna Khare, Minhua Wu, Saurabhchand Bhati, Jasha Droppo, Roland Maas
Guided contrastive self-supervised pre-training for automatic speech recognition. CoRR (2022)
Phani Sankar Nidadavolu, Na Xu, Nick Jutila, Ravi Teja Gadde, Aswarth Abhilash Dara, Joseph Savold, Sapan Patel, Aaron Hoff, Veerdhawal Pande, Kevin Crews, Ankur Gandhe, Ariya Rastrow, Roland Maas
RefTextLAS: Reference Text Biased Listen, Attend, and Spell Model For Accurate Reading Evaluation. INTERSPEECH (2022)
Gokce Keskin, Minhua Wu, Brian King, Sri Harish Mallidi, Yang Gao, Jasha Droppo, Ariya Rastrow, Roland Maas
Do You Listen with one or two Microphones? A Unified ASR Model for Single and Multi-Channel Audio. IWAENC (2022)
Viet Anh Trinh, Pegah Ghahremani, Brian King, Jasha Droppo, Andreas Stolcke, Roland Maas
Reducing Geographic Disparities in Automatic Speech Recognition via Elastic Weight Consolidation. CoRR (2022)
Amin Fazel, Wei Yang, Yulan Liu, Roberto Barra-Chicote, Yixiong Meng, Roland Maas, Jasha Droppo
SynthASR: Unlocking Synthetic Data for Speech Recognition. CoRR (2021)
Bhargav Pulugundla, Yang Gao, Brian King, Gokce Keskin, Sri Harish Mallidi, Minhua Wu, Jasha Droppo, Roland Maas
Attention-based Neural Beamforming Layers for Multi-channel Speech Recognition. CoRR (2021)
Samik Sadhu, Di He, Che-Wei Huang, Sri Harish Mallidi, Minhua Wu, Ariya Rastrow, Andreas Stolcke, Jasha Droppo, Roland Maas
Wav2vec-C: A Self-supervised Model for Speech Representation Learning. CoRR (2021)
Surabhi Punjabi, Harish Arsikere, Zeynab Raeesy, Chander Chandak, Nikhil Bhave, Ankish Bansal, Markus Müller, Sergio Murillo, Ariya Rastrow, Andreas Stolcke, Jasha Droppo, Sri Garimella, Roland Maas, Mat Hans, Athanasios Mouchtaris, Siegfried Kunzmann
Joint ASR and Language Identification Using RNN-T: An Efficient Approach to Dynamic Language Switching. ICASSP (2021)
Gokce Keskin, Minhua Wu, Brian King, Sri Harish Mallidi, Yang Gao, Jasha Droppo, Ariya Rastrow, Roland Maas
Do You Listen with One or Two Microphones? A Unified ASR Model for Single and Multi-Channel Audio. CoRR (2021)
Xiaosu Tong, Che-Wei Huang, Sri Harish Mallidi, Shaun Joseph, Sonal Pareek, Chander Chandak, Ariya Rastrow, Roland Maas
Streaming ResLSTM with Causal Mean Aggregation for Device-Directed Utterance Detection. SLT (2021)
Amin Fazel, Wei Yang, Yulan Liu, Roberto Barra-Chicote, Yixiong Meng, Roland Maas, Jasha Droppo
SynthASR: Unlocking Synthetic Data for Speech Recognition. Interspeech (2021)
Samik Sadhu, Di He, Che-Wei Huang, Sri Harish Mallidi, Minhua Wu, Ariya Rastrow, Andreas Stolcke, Jasha Droppo, Roland Maas
wav2vec-C: A Self-Supervised Model for Speech Representation Learning. Interspeech (2021)
Hu Hu, Xuesong Yang, Zeynab Raeesy, Jinxi Guo, Gokce Keskin, Harish Arsikere, Ariya Rastrow, Andreas Stolcke, Roland Maas
REDAT: Accent-Invariant Representation for End-To-End ASR by Domain Adversarial Training with Relabeling. ICASSP (2021)
Jinxi Guo, Gautam Tiwari, Jasha Droppo, Maarten Van Segbroeck, Che-Wei Huang, Andreas Stolcke, Roland Maas
Efficient Minimum Word Error Rate Training of RNN-Transducer for End-to-End Speech Recognition. INTERSPEECH (2020)
Chander Chandak, Zeynab Raeesy, Ariya Rastrow, Yuzong Liu, Xiangyang Huang, Siyu Wang, Dong Kwon Joo, Roland Maas
Streaming Language Identification using Combination of Acoustic Representations and ASR Hypotheses. CoRR (2020)
Jinxi Guo, Gautam Tiwari, Jasha Droppo, Maarten Van Segbroeck, Che-Wei Huang, Andreas Stolcke, Roland Maas
Efficient minimum word error rate training of RNN-Transducer for end-to-end speech recognition. CoRR (2020)
Surabhi Punjabi, Harish Arsikere, Zeynab Raeesy, Chander Chandak, Nikhil Bhave, Ankish Bansal, Markus Müller, Sergio Murillo, Ariya Rastrow, Sri Garimella, Roland Maas, Mat Hans, Athanasios Mouchtaris, Siegfried Kunzmann
Streaming End-to-End Bilingual ASR Systems with Joint Language Identification. CoRR (2020)
Hu Hu, Xuesong Yang, Zeynab Raeesy, Jinxi Guo, Gökçe Keskin, Harish Arsikere, Ariya Rastrow, Andreas Stolcke, Roland Maas
REDAT: Accent-Invariant Representation for End-to-End ASR by Domain Adversarial Training with Relabeling. CoRR (2020)
Maarten Van Segbroeck, Sri Harish Mallidi, Brian King, I-Fan Chen, Gurpreet Chadha, Roland Maas
Multi-view Frequency LSTM: An Efficient Frontend for Automatic Speech Recognition. CoRR (2020)
Maarten Van Segbroeck, Ahmed Zaid, Ksenia Kutsenko, Cirenia Huerta, Tinh Nguyen, Xuewen Luo, Björn Hoffmeister, Jan Trmal, Maurizio Omologo, Roland Maas
DiPCo - Dinner Party Corpus. INTERSPEECH (2020)
Xiaosu Tong, Che-Wei Huang, Sri Harish Mallidi, Shaun Joseph, Sonal Pareek, Chander Chandak, Ariya Rastrow, Roland Maas
Streaming ResLSTM with Causal Mean Aggregation for Device-Directed Utterance Detection. CoRR (2020)
Prakhar Swarup, Roland Maas, Sri Garimella, Sri Harish Mallidi, Björn Hoffmeister
Improving ASR Confidence Scores for Alexa Using Acoustic and Hypothesis Embeddings. INTERSPEECH (2019)
Maarten Van Segbroeck, Ahmed Zaid, Ksenia Kutsenko, Cirenia Huerta, Tinh Nguyen, Xuewen Luo, Björn Hoffmeister, Jan Trmal, Maurizio Omologo, Roland Maas
DiPCo - Dinner Party Corpus. CoRR (2019)
Ladislav Mosner, Minhua Wu, Anirudh Raju, Sree Hari Krishnan Parthasarathi, Ken'ichi Kumatani, Shiva Sundaram, Roland Maas, Björn Hoffmeister
Improving noise robustness of automatic speech recognition via parallel data and teacher-student learning. CoRR (2019)
Ladislav Mosner, Minhua Wu, Anirudh Raju, Sree Hari Krishnan Parthasarathi, Ken'ichi Kumatani, Shiva Sundaram, Roland Maas, Björn Hoffmeister
Improving Noise Robustness of Automatic Speech Recognition via Parallel Data and Teacher-student Learning. ICASSP (2019)
Che-Wei Huang, Roland Maas, Sri Harish Mallidi, Björn Hoffmeister
A Study for Improving Device-Directed Speech Detection Toward Frictionless Human-Machine Interaction. INTERSPEECH (2019)
Zeynab Raeesy, Kellen Gillespie, Chengyuan Ma, Thomas Drugman, Jiacheng Gu, Roland Maas, Ariya Rastrow, Björn Hoffmeister
LSTM-Based Whisper Detection. SLT (2018)
Sri Harish Reddy Mallidi, Roland Maas, Kyle Goehner, Ariya Rastrow, Spyros Matsoukas, Björn Hoffmeister
Device-directed Utterance Detection. INTERSPEECH (2018)
Christian Huemmer, Christian Hofmann, Roland Maas, Walter Kellermann
Estimating Parameters of Nonlinear Systems Using the Elitist Particle Filter Based on Evolutionary Strategies. IEEE ACM Trans. Audio Speech Lang. Process. 26 (3) (2018)
Sri Harish Reddy Mallidi, Roland Maas, Kyle Goehner, Ariya Rastrow, Spyros Matsoukas, Björn Hoffmeister
Device-directed Utterance Detection. CoRR (2018)
Zeynab Raeesy, Kellen Gillespie, Chengyuan Ma, Thomas Drugman, Jiacheng Gu, Roland Maas, Ariya Rastrow, Björn Hoffmeister
LSTM-based Whisper Detection. CoRR (2018)
Roland Maas, Ariya Rastrow, Chengyuan Ma, Guitang Lan, Kyle Goehner, Gautam Tiwari, Shaun Joseph, Björn Hoffmeister
Combining Acoustic Embeddings and Decoding Features for End-of-Utterance Detection in Real-Time Far-Field Speech Recognition Systems. ICASSP (2018)
Roland Maas, Ariya Rastrow, Kyle Goehner, Gautam Tiwari, Shaun Joseph, Björn Hoffmeister
Domain-Specific Utterance End-Point Detection for Speech Recognition. INTERSPEECH (2017)
Brian King, I-Fan Chen, Yonatan Vaizman, Yuzong Liu, Roland Maas, Sree Hari Krishnan Parthasarathi, Björn Hoffmeister
Robust Speech Recognition via Anchor Word Representations. INTERSPEECH (2017)
Christian Huemmer, Andreas Schwarz, Roland Maas, Hendrik Barfuss, Ramón Fernandez Astudillo, Walter Kellermann
A new uncertainty decoding scheme for DNN-HMM hybrid systems with multichannel speech enhancement. ICASSP (2016)
Keisuke Kinoshita, Marc Delcroix, Sharon Gannot, Emanuël A. P. Habets, Reinhold Haeb-Umbach, Walter Kellermann, Volker Leutnant, Roland Maas, Tomohiro Nakatani, Bhiksha Raj, Armin Sehr, Takuya Yoshioka
A summary of the REVERB challenge: state-of-the-art and remaining challenges in reverberant speech processing research. EURASIP J. Adv. Signal Process. 2016 (2016)
Roland Maas, Sree Hari Krishnan Parthasarathi, Brian King, Ruitong Huang, Björn Hoffmeister
Anchored Speech Detection. INTERSPEECH (2016)
Christian Huemmer, Roland Maas, Christian Hofmann, Walter Kellermann
A Bayesian network approach to linear and nonlinear acoustic echo cancellation. EURASIP J. Adv. Signal Process. 2015 (2015)
Roland Maas, Christian Huemmer, Armin Sehr, Walter Kellermann
A Bayesian view on acoustic model-based techniques for robust speech recognition. EURASIP J. Adv. Signal Process. 2015 (2015)
Andreas Schwarz, Christian Huemmer, Roland Maas, Walter Kellermann
Spatial diffuseness features for DNN-based speech recognition in noisy and reverberant environments. ICASSP (2015)
Christian Huemmer, Roland Maas, Walter Kellermann
The NLMS Algorithm with Time-Variant Optimum Stepsize Derived from a Bayesian Network Perspective. IEEE Signal Process. Lett. 22 (11) (2015)
Christian Huemmer, Roland Maas, Andreas Schwarz, Ramón Fernandez Astudillo, Walter Kellermann
Uncertainty decoding for DNN-HMM hybrid systems based on numerical sampling. INTERSPEECH (2015)
Michael Buerger, Roland Maas, Heinrich W. Löllmann, Walter Kellermann
Multizone sound field synthesis based on the joint optimization of the sound pressure and particle velocity vector on closed contours. WASPAA (2015)
Roland Maas, Christian Huemmer, Christian Hofmann, Walter Kellermann
On Bayesian Networks in Speech Signal Processing. ITG Symposium on Speech Communication (2014)
Christian Huemmer, Christian Hofmann, Roland Maas, Walter Kellermann
The significance-aware EPFES to estimate a memoryless preprocessor for nonlinear acoustic echo cancellation. GlobalSIP (2014)
Roland Maas, Christian Huemmer, Andreas Schwarz, Christian Hofmann, Walter Kellermann
A Bayesian network viewon linear and nonlinear acoustic echo cancellation. ChinaSIP (2014)
Christian Huemmer, Christian Hofmann, Roland Maas, Andreas Schwarz, Walter Kellermann
The elitist particle filter based on evolutionary strategies as novel approach for nonlinear acoustic echo cancellation. ICASSP (2014)
Armin Sehr, Hendrik Barfuss, Christian Hofmann, Roland Maas, Walter Kellermann
Efficient training of acoustic models for reverberation-robust medium-vocabulary automatic speech recognition. HSCMA (2014)
Andreas Schwarz, Christian Huemmer, Roland Maas, Walter Kellermann
Spatial Diffuseness Features for DNN-Based Speech Recognition in Noisy and Reverberant Environments. CoRR (2014)
Roland Maas, Walter Kellermann, Armin Sehr, Takuya Yoshioka, Marc Delcroix, Keisuke Kinoshita, Tomohiro Nakatani
Formulation of the REMOS concept from an uncertainty decoding perspective. DSP (2013)
Roland Maas, Christian Huemmer, Armin Sehr, Walter Kellermann
A Bayesian Network View on Acoustic Model-Based Techniques for Robust Speech Recognition. CoRR (2013)
Keisuke Kinoshita, Marc Delcroix, Takuya Yoshioka, Tomohiro Nakatani, Armin Sehr, Walter Kellermann, Roland Maas
The reverb challenge: Acommon evaluation framework for dereverberation and recognition of reverberant speech. WASPAA (2013)
Roland Maas, Akshaya Thippur, Armin Sehr, Walter Kellermann
An uncertainty decoding approach to noise- and reverberation-robust speech recognition. ICASSP (2013)
Klaus Reindl, Yuanhang Zheng, Andreas Schwarz, Stefan Meier, Roland Maas, Armin Sehr, Walter Kellermann
A stereophonic acoustic signal extraction scheme for noisy and reverberant environments. Comput. Speech Lang. 27 (3) (2013)
Armin Sehr, Takuya Yoshioka, Marc Delcroix, Keisuke Kinoshita, Tomohiro Nakatani, Roland Maas, Walter Kellermann
Conditional emission densities for combining speech enhancement and recognition systems. INTERSPEECH (2013)
Takuya Yoshioka, Armin Sehr, Marc Delcroix, Keisuke Kinoshita, Roland Maas, Tomohiro Nakatani, Walter Kellermann
Survey on approaches to speech recognition in reverberant environments. APSIPA (2012)
Roland Maas, Sujan R. Kotha, Armin Sehr, Walter Kellermann
Combined-order hidden Markov models for reverberation-robust speech recognition. CIP (2012)
Roland Maas, Emanuël A. P. Habets, Armin Sehr, Walter Kellermann
On the application of reverberation suppression to robust speech recognition. ICASSP (2012)
Takuya Yoshioka, Armin Sehr, Marc Delcroix, Keisuke Kinoshita, Roland Maas, Tomohiro Nakatani, Walter Kellermann
Making Machines Understand Us in Reverberant Rooms: Robustness Against Reverberation for Automatic Speech Recognition. IEEE Signal Process. Mag. 29 (6) (2012)
Armin Sehr, Roland Maas, Walter Kellermann
Frame-wise HMM adaptation using state-dependent reverberation estimates. ICASSP (2011)
Roland Maas, Armin Sehr, Walter Kellermann
Multi-Style Reverberation Models and Efficient Model Adaptation for Robust Distant-Talking Speech Recognition with REMOS. Sprachkommunikation (2010)
Armin Sehr, Christian Hofmann, Roland Maas, Walter Kellermann
A novel approach for matched reverberant training of HMMs using data pairs. INTERSPEECH (2010)
Roland Maas, Armin Sehr, Martin Gugat, Walter Kellermann
A highly efficient optimization scheme for REMOS-based distant-talking speech recognition. EUSIPCO (2010)
Armin Sehr, Roland Maas, Walter Kellermann
Model-based dereverberation in the logmelspec domain for robust distant-talking speech recognition. ICASSP (2010)
Armin Sehr, Roland Maas, Walter Kellermann
Reverberation Model-Based Decoding in the Logmelspec Domain for Robust Distant-Talking Speech Recognition. IEEE Trans. Speech Audio Process. 18 (7) (2010)

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Publication Activity (10 Years)

Top Topics

Top Venues

Roland Maas