Fabian Triefenbach

Publication Activity (10 Years)

Years Active: 2010-2022
Publications (10 Years): 6

Top Topics

Language Understanding

Top Venues

IEEE Signal Process. Lett.

IEEE Trans. Speech Audio Process.

Publications

Jack FitzGerald, Shankar Ananthakrishnan, Konstantine Arkoudas, Davide Bernardi, Abhishek Bhagia, Claudio Delli Bovi, Jin Cao, Rakesh Chada, Amit Chauhan, Luoxin Chen, Anurag Dwarakanath, Satyam Dwivedi, Turan Gojayev, Karthik Gopalakrishnan, Thomas Gueudre, Dilek Hakkani-Tur, Wael Hamza, Jonathan J. Hüser, Kevin Martin Jose, Haidar Khan, Beiye Liu, Jianhua Lu, Alessandro Manzotti, Pradeep Natarajan, Karolina Owczarzak, Gokmen Oz, Enrico Palumbo, Charith Peris, Chandana Satya Prakash, Stephen Rawls, Andy Rosenbaum, Anjali Shenoy, Saleh Soltan, Mukund Harakere Sridhar, Lizhen Tan, Fabian Triefenbach, Pan Wei, Haiyang Yu, Shuai Zheng, Gökhan Tür, Prem Natarajan
Alexa Teacher Model: Pretraining and Distilling Multi-Billion-Parameter Encoders for Natural Language Understanding Systems. KDD (2022)
Saleh Soltan, Shankar Ananthakrishnan, Jack FitzGerald, Rahul Gupta, Wael Hamza, Haidar Khan, Charith Peris, Stephen Rawls, Andy Rosenbaum, Anna Rumshisky, Chandana Satya Prakash, Mukund Sridhar, Fabian Triefenbach, Apurv Verma, Gökhan Tür, Prem Natarajan
AlexaTM 20B: Few-Shot Learning Using a Large-Scale Multilingual Seq2Seq Model. CoRR (2022)
Jack FitzGerald, Shankar Ananthakrishnan, Konstantine Arkoudas, Davide Bernardi, Abhishek Bhagia, Claudio Delli Bovi, Jin Cao, Rakesh Chada, Amit Chauhan, Luoxin Chen, Anurag Dwarakanath, Satyam Dwivedi, Turan Gojayev, Karthik Gopalakrishnan, Thomas Gueudre, Dilek Hakkani-Tur, Wael Hamza, Jonathan J. Hüser, Kevin Martin Jose, Haidar Khan, Beiye Liu, Jianhua Lu, Alessandro Manzotti, Pradeep Natarajan, Karolina Owczarzak, Gokmen Oz, Enrico Palumbo, Charith Peris, Chandana Satya Prakash, Stephen Rawls, Andy Rosenbaum, Anjali Shenoy, Saleh Soltan, Mukund Harakere Sridhar, Liz Tan, Fabian Triefenbach, Pan Wei, Haiyang Yu, Shuai Zheng, Gökhan Tür, Prem Natarajan
Alexa Teacher Model: Pretraining and Distilling Multi-Billion-Parameter Encoders for Natural Language Understanding Systems. CoRR (2022)
Abdalghani Abujabal, Claudio Delli Bovi, Sungho Ryu, Turan Gojayev, Fabian Triefenbach, Yannick Versley
Continuous Model Improvement for Language Understanding with Machine Translation. NAACL-HLT (Industry Papers) (2021)
Judith Gaspers, Quynh Ngoc Thi Do, Fabian Triefenbach
Data Balancing for Boosting Performance of Low-Frequency Classes in Spoken Language Understanding. INTERSPEECH (2020)
Judith Gaspers, Quynh Ngoc Thi Do, Fabian Triefenbach
Data balancing for boosting performance of low-frequency classes in Spoken Language Understanding. CoRR (2020)
Azarakhsh Jalalvand, Fabian Triefenbach, Kris Demuynck, Jean-Pierre Martens
Robust continuous digit recognition using Reservoir Computing. Comput. Speech Lang. 30 (1) (2015)
Fabian Triefenbach, Kris Demuynck, Jean-Pierre Martens
Large Vocabulary Continuous Speech Recognition With Reservoir-Based Acoustic Models. IEEE Signal Process. Lett. 21 (3) (2014)
Fabian Triefenbach, Azarakhsh Jalalvand, Kris Demuynck, Jean-Pierre Martens
Context-dependent modeling and speaker normalization applied to reservoir-based phone recognition. INTERSPEECH (2013)
Fabian Triefenbach, Azarakhsh Jalalvand, Kris Demuynck, Jean-Pierre Martens
Acoustic Modeling With Hierarchical Reservoirs. IEEE Trans. Speech Audio Process. 21 (11) (2013)
Kris Demuynck, Fabian Triefenbach
Porting concepts from DNNs back to GMMs. ASRU (2013)
Azarakhsh Jalalvand, Fabian Triefenbach, Jean-Pierre Martens
Continuous Digit Recognition in Noise: Reservoirs can do an excellent job! INTERSPEECH (2012)
Fionntán O'Donnell, Fabian Triefenbach, Jean-Pierre Martens, Benjamin Schrauwen
Effects of Architecture Choices on Sparse Coding in Speech Recognition. ICANN (1) (2012)
Fabian Triefenbach, Kris Demuynck, Jean-Pierre Martens
Improving large vocabulary continuous speech recognition by combining GMM-based and reservoir-based acoustic modeling. SLT (2012)
Azarakhsh Jalalvand, Fabian Triefenbach, David Verstraeten, Jean-Pierre Martens
Connected Digit Recognition by Means of Reservoir Computing. INTERSPEECH (2011)
Fabian Triefenbach, Azarakhsh Jalalvand, Benjamin Schrauwen, Jean-Pierre Martens
Phoneme Recognition with Large Hierarchical Reservoirs. NIPS (2010)