Multi-Style Reverberation Models and Efficient Model Adaptation for Robust Distant-Talking Speech Recognition with REMOS. - Roland Maas; Armin Sehr; Walter Kellermann (Sprachkommunikation, 2010)

A highly efficient optimization scheme for REMOS-based distant-talking speech recognition. - Roland Maas; Armin Sehr; Martin Gugat; Walter Kellermann (EUSIPCO, 2010)

Model-based dereverberation in the logmelspec domain for robust distant-talking speech recognition. - Armin Sehr; Roland Maas; Walter Kellermann (ICASSP, 2010)

A novel approach for matched reverberant training of HMMs using data pairs. - Armin Sehr; Christian Hofmann 001; Roland Maas; Walter Kellermann (INTERSPEECH, 2010)

Reverberation Model-Based Decoding in the Logmelspec Domain for Robust Distant-Talking Speech Recognition. - Armin Sehr; Roland Maas; Walter Kellermann (IEEE Trans. Speech Audio Process., 2010)

Frame-wise HMM adaptation using state-dependent reverberation estimates. - Armin Sehr; Roland Maas; Walter Kellermann (ICASSP, 2011)

Survey on approaches to speech recognition in reverberant environments. - Takuya Yoshioka; Armin Sehr; Marc Delcroix; Keisuke Kinoshita; Roland Maas; Tomohiro Nakatani; Walter Kellermann (APSIPA, 2012)

Combined-order hidden Markov models for reverberation-robust speech recognition. - Roland Maas; Sujan R. Kotha; Armin Sehr; Walter Kellermann (CIP, 2012)

On the application of reverberation suppression to robust speech recognition. - Roland Maas; Emanuël A. P. Habets; Armin Sehr; Walter Kellermann (ICASSP, 2012)

Making Machines Understand Us in Reverberant Rooms: Robustness Against Reverberation for Automatic Speech Recognition. - Takuya Yoshioka; Armin Sehr; Marc Delcroix; Keisuke Kinoshita; Roland Maas; Tomohiro Nakatani; Walter Kellermann (IEEE Signal Process. Mag., 2012)

An uncertainty decoding approach to noise- and reverberation-robust speech recognition. - Roland Maas; Akshaya Thippur; Armin Sehr; Walter Kellermann (ICASSP, 2013)

Formulation of the REMOS concept from an uncertainty decoding perspective. - Roland Maas; Walter Kellermann; Armin Sehr; Takuya Yoshioka; Marc Delcroix; Keisuke Kinoshita; Tomohiro Nakatani (DSP, 2013)

Conditional emission densities for combining speech enhancement and recognition systems. - Armin Sehr; Takuya Yoshioka; Marc Delcroix; Keisuke Kinoshita; Tomohiro Nakatani; Roland Maas; Walter Kellermann (INTERSPEECH, 2013)

The reverb challenge: Acommon evaluation framework for dereverberation and recognition of reverberant speech. - Keisuke Kinoshita; Marc Delcroix; Takuya Yoshioka; Tomohiro Nakatani; Armin Sehr; Walter Kellermann; Roland Maas (WASPAA, 2013)

A Bayesian Network View on Acoustic Model-Based Techniques for Robust Speech Recognition. - Roland Maas; Christian Huemmer 001; Armin Sehr; Walter Kellermann (CoRR, 2013)

A stereophonic acoustic signal extraction scheme for noisy and reverberant environments. - Klaus Reindl; Yuanhang Zheng; Andreas Schwarz; Stefan Meier; Roland Maas; Armin Sehr; Walter Kellermann (Comput. Speech Lang., 2013)

On Bayesian Networks in Speech Signal Processing. - Roland Maas; Christian Huemmer 001; Christian Hofmann 001; Walter Kellermann (ITG Symposium on Speech Communication, 2014)

A Bayesian network viewon linear and nonlinear acoustic echo cancellation. - Roland Maas; Christian Huemmer 001; Andreas Schwarz; Christian Hofmann 001; Walter Kellermann (ChinaSIP, 2014)

The significance-aware EPFES to estimate a memoryless preprocessor for nonlinear acoustic echo cancellation. - Christian Huemmer 001; Christian Hofmann 001; Roland Maas; Walter Kellermann (GlobalSIP, 2014)

Efficient training of acoustic models for reverberation-robust medium-vocabulary automatic speech recognition. - Armin Sehr; Hendrik Barfuss; Christian Hofmann 001; Roland Maas; Walter Kellermann (HSCMA, 2014)

The elitist particle filter based on evolutionary strategies as novel approach for nonlinear acoustic echo cancellation. - Christian Huemmer 001; Christian Hofmann 001; Roland Maas; Andreas Schwarz; Walter Kellermann (ICASSP, 2014)

Spatial diffuseness features for DNN-based speech recognition in noisy and reverberant environments. - Andreas Schwarz; Christian Huemmer 001; Roland Maas; Walter Kellermann (ICASSP, 2015)

Uncertainty decoding for DNN-HMM hybrid systems based on numerical sampling. - Christian Huemmer 001; Roland Maas; Andreas Schwarz; Ramón Fernandez Astudillo; Walter Kellermann (INTERSPEECH, 2015)

Multizone sound field synthesis based on the joint optimization of the sound pressure and particle velocity vector on closed contours. - Michael Buerger; Roland Maas; Heinrich W. Löllmann; Walter Kellermann (WASPAA, 2015)

A Bayesian network approach to linear and nonlinear acoustic echo cancellation. - Christian Huemmer 001; Roland Maas; Christian Hofmann 001; Walter Kellermann (EURASIP J. Adv. Signal Process., 2015)

A Bayesian view on acoustic model-based techniques for robust speech recognition. - Roland Maas; Christian Huemmer 001; Armin Sehr; Walter Kellermann (EURASIP J. Adv. Signal Process., 2015)

The NLMS Algorithm with Time-Variant Optimum Stepsize Derived from a Bayesian Network Perspective. - Christian Huemmer 001; Roland Maas; Walter Kellermann (IEEE Signal Process. Lett., 2015)

A new uncertainty decoding scheme for DNN-HMM hybrid systems with multichannel speech enhancement. - Christian Huemmer 001; Andreas Schwarz; Roland Maas; Hendrik Barfuss; Ramón Fernandez Astudillo; Walter Kellermann (ICASSP, 2016)

Anchored Speech Detection. - Roland Maas; Sree Hari Krishnan Parthasarathi; Brian John King; Ruitong Huang; Björn Hoffmeister (INTERSPEECH, 2016)

A summary of the REVERB challenge: state-of-the-art and remaining challenges in reverberant speech processing research. - 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 (EURASIP J. Adv. Signal Process., 2016)

Uncertainty Decoding for Reverberation-Robust Automatic Speech Recognition. - Roland Maas (2016)

The REVERB Challenge: A Benchmark Task for Reverberation-Robust ASR Techniques. - 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 (New Era for Robust Speech Recognition, Exploiting Deep Learning, 2017)

Robust Speech Recognition via Anchor Word Representations. - Brian John King; I-Fan Chen; Yonatan Vaizman; Yuzong Liu; Roland Maas; Sree Hari Krishnan Parthasarathi; Björn Hoffmeister (INTERSPEECH, 2017)

Domain-Specific Utterance End-Point Detection for Speech Recognition. - Roland Maas; Ariya Rastrow; Kyle Goehner; Gautam Tiwari; Shaun Joseph; Björn Hoffmeister (INTERSPEECH, 2017)

Combining Acoustic Embeddings and Decoding Features for End-of-Utterance Detection in Real-Time Far-Field Speech Recognition Systems. - Roland Maas; Ariya Rastrow; Chengyuan Ma; Guitang Lan; Kyle Goehner; Gautam Tiwari; Shaun Joseph; Björn Hoffmeister (ICASSP, 2018)

Device-directed Utterance Detection. - Sri Harish Reddy Mallidi; Roland Maas; Kyle Goehner; Ariya Rastrow; Spyros Matsoukas; Björn Hoffmeister (INTERSPEECH, 2018)

LSTM-Based Whisper Detection. - Zeynab Raeesy; Kellen Gillespie; Chengyuan Ma; Thomas Drugman; Jiacheng Gu; Roland Maas; Ariya Rastrow; Björn Hoffmeister (SLT, 2018)

Estimating Parameters of Nonlinear Systems Using the Elitist Particle Filter Based on Evolutionary Strategies. - Christian Huemmer 001; Christian Hofmann 001; Roland Maas; Walter Kellermann (IEEE ACM Trans. Audio Speech Lang. Process., 2018)

Improving Noise Robustness of Automatic Speech Recognition via Parallel Data and Teacher-student Learning. - Ladislav Mosner; Minhua Wu; Anirudh Raju; Sree Hari Krishnan Parthasarathi; Ken'ichi Kumatani; Shiva Sundaram; Roland Maas; Björn Hoffmeister (ICASSP, 2019)

A Study for Improving Device-Directed Speech Detection Toward Frictionless Human-Machine Interaction. - Che-Wei Huang; Roland Maas; Sri Harish Mallidi; Björn Hoffmeister (INTERSPEECH, 2019)

Improving ASR Confidence Scores for Alexa Using Acoustic and Hypothesis Embeddings. - Prakhar Swarup; Roland Maas; Sri Garimella; Sri Harish Mallidi; Björn Hoffmeister (INTERSPEECH, 2019)

Efficient Minimum Word Error Rate Training of RNN-Transducer for End-to-End Speech Recognition. - Jinxi Guo; Gautam Tiwari; Jasha Droppo; Maarten Van Segbroeck; Che-Wei Huang; Andreas Stolcke; Roland Maas (INTERSPEECH, 2020)

DiPCo - Dinner Party Corpus. - Maarten Van Segbroeck; Ahmed Zaid; Ksenia Kutsenko; Cirenia Huerta; Tinh Nguyen; Xuewen Luo; Björn Hoffmeister; Jan Trmal; Maurizio Omologo; Roland Maas (INTERSPEECH, 2020)

Streaming Language Identification using Combination of Acoustic Representations and ASR Hypotheses. - Chander Chandak; Zeynab Raeesy; Ariya Rastrow; Yuzong Liu; Xiangyang Huang; Siyu Wang; Dong Kwon Joo; Roland Maas (CoRR, 2020)

Multi-view Frequency LSTM: An Efficient Frontend for Automatic Speech Recognition. - Maarten Van Segbroeck; Sri Harish Mallidi; Brian John King; I-Fan Chen; Gurpreet Chadha; Roland Maas (CoRR, 2020)

Streaming End-to-End Bilingual ASR Systems with Joint Language Identification. - Surabhi Punjabi; Harish Arsikere; Zeynab Raeesy; Chander Chandak; Nikhil Bhave; Ankish Bansal; Markus Müller; Sergio Murillo; Ariya Rastrow; Sri Garimella; Roland Maas; Mat Hans; et al. (CoRR, 2020)

REDAT: Accent-Invariant Representation for End-To-End ASR by Domain Adversarial Training with Relabeling. - Hu Hu; Xuesong Yang; Zeynab Raeesy; Jinxi Guo; Gokce Keskin; Harish Arsikere; Ariya Rastrow; Andreas Stolcke; Roland Maas (ICASSP, 2021)

Joint ASR and Language Identification Using RNN-T: An Efficient Approach to Dynamic Language Switching. - Surabhi Punjabi; Harish Arsikere; Zeynab Raeesy; Chander Chandak; Nikhil Bhave; Ankish Bansal; Markus Müller; Sergio Murillo; Ariya Rastrow; Andreas Stolcke; Jasha Droppo; Sri Garimella; et al. (ICASSP, 2021)

SynthASR: Unlocking Synthetic Data for Speech Recognition. - Amin Fazel; Wei Yang; Yulan Liu; Roberto Barra-Chicote; Yixiong Meng; Roland Maas; Jasha Droppo (Interspeech, 2021)

wav2vec-C: A Self-Supervised Model for Speech Representation Learning. - Samik Sadhu; Di He 004; Che-Wei Huang; Sri Harish Mallidi; Minhua Wu; Ariya Rastrow; Andreas Stolcke; Jasha Droppo; Roland Maas (Interspeech, 2021)

Streaming ResLSTM with Causal Mean Aggregation for Device-Directed Utterance Detection. - Xiaosu Tong; Che-Wei Huang; Sri Harish Mallidi; Shaun Joseph; Sonal Pareek; Chander Chandak; Ariya Rastrow; Roland Maas (SLT, 2021)

Attention-based Neural Beamforming Layers for Multi-channel Speech Recognition. - Bhargav Pulugundla; Yang Gao; Brian John King; Gokce Keskin; Sri Harish Mallidi; Minhua Wu; Jasha Droppo; Roland Maas (CoRR, 2021)

VADOI: Voice-Activity-Detection Overlapping Inference for End-To-End Long-Form Speech Recognition. - Jinhan Wang; Xiaosu Tong; Jinxi Guo; Di He 004; Roland Maas (ICASSP, 2022)

RefTextLAS: Reference Text Biased Listen, Attend, and Spell Model For Accurate Reading Evaluation. - 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; et al. (INTERSPEECH, 2022)

Reducing Geographic Disparities in Automatic Speech Recognition via Elastic Weight Consolidation. - Viet Anh Trinh; Pegah Ghahremani; Brian John King; Jasha Droppo; Andreas Stolcke; Roland Maas (INTERSPEECH, 2022)

Do You Listen with one or two Microphones? A Unified ASR Model for Single and Multi-Channel Audio. - Gokce Keskin; Minhua Wu; Brian John King; Sri Harish Mallidi; Yang Gao; Jasha Droppo; Ariya Rastrow; Roland Maas (IWAENC, 2022)

Guided Contrastive Self-Supervised Pre-Training for Automatic Speech Recognition. - Aparna Khare; Minhua Wu; Saurabhchand Bhati; Jasha Droppo; Roland Maas (SLT, 2022)

Two-Pass Endpoint Detection for Speech Recognition. - Anirudh Raju; Aparna Khare; Di He 004; Ilya Sklyar; Long Chen 027; Sam Alptekin; Viet Anh Trinh; Zhe Zhang; Colin Vaz; Venkatesh Ravichandran; Roland Maas; Ariya Rastrow (ASRU, 2023)

Cross-Utterance ASR Rescoring with Graph-Based Label Propagation. - Srinath Tankasala; Long Chen 027; Andreas Stolcke; Anirudh Raju; Qianli Deng; Chander Chandak; Aparna Khare; Roland Maas; Venkatesh Ravichandran (ICASSP, 2023)