Fabian Triefenbach

17 papers A* 1A 4C 1Journal 7Unranked 4

Year	Rank	Type	Title / Venue / Authors
2024	J	`jnl`	CALICO: Conversational Agent Localization via Synthetic Data Generation. CoRR Andy Rosenbaum, Pegah Kharazmi, Ershad Banijamali, Lu Zeng, Christopher DiPersio, Pan Wei, Gokmen Oz, Clement Chung, Karolina Owczarzak, Fabian Triefenbach, Wael Hamza
2022	A*	`conf`	Alexa Teacher Model: Pretraining and Distilling Multi-Billion-Parameter Encoders for Natural Language Understanding Systems. KDD 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 Gueudré, 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
2022	J	`jnl`	Alexa Teacher Model: Pretraining and Distilling Multi-Billion-Parameter Encoders for Natural Language Understanding Systems. CoRR 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 Gueudré, 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
2022	J	`jnl`	AlexaTM 20B: Few-Shot Learning Using a Large-Scale Multilingual Seq2Seq Model. CoRR 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
2021	—	`conf`	Continuous Model Improvement for Language Understanding with Machine Translation. NAACL-HLT (Industry Papers) Abdalghani Abujabal, Claudio Delli Bovi, Sungho Ryu, Turan Gojayev, Fabian Triefenbach, Yannick Versley
2020	A	`conf`	Data Balancing for Boosting Performance of Low-Frequency Classes in Spoken Language Understanding. INTERSPEECH Judith Gaspers, Quynh Ngoc Thi Do, Fabian Triefenbach
2020	J	`jnl`	Data balancing for boosting performance of low-frequency classes in Spoken Language Understanding. CoRR Judith Gaspers, Quynh Ngoc Thi Do, Fabian Triefenbach
2015	J	`jnl`	Robust continuous digit recognition using Reservoir Computing. Comput. Speech Lang. Azarakhsh Jalalvand, Fabian Triefenbach, Kris Demuynck, Jean-Pierre Martens
2014	J	`jnl`	Large Vocabulary Continuous Speech Recognition With Reservoir-Based Acoustic Models. IEEE Signal Process. Lett. Fabian Triefenbach, Kris Demuynck, Jean-Pierre Martens
2013	J	`jnl`	Acoustic Modeling With Hierarchical Reservoirs. IEEE Trans. Speech Audio Process. Fabian Triefenbach, Azarakhsh Jalalvand, Kris Demuynck, Jean-Pierre Martens
2013	A	`conf`	Context-dependent modeling and speaker normalization applied to reservoir-based phone recognition. INTERSPEECH Fabian Triefenbach, Azarakhsh Jalalvand, Kris Demuynck, Jean-Pierre Martens
2013	C	`conf`	Porting concepts from DNNs back to GMMs. ASRU Kris Demuynck, Fabian Triefenbach
2012	A	`conf`	Continuous Digit Recognition in Noise: Reservoirs can do an excellent job! INTERSPEECH Azarakhsh Jalalvand, Fabian Triefenbach, Jean-Pierre Martens
2012	—	`conf`	Effects of Architecture Choices on Sparse Coding in Speech Recognition. ICANN (1) Fionntán O'Donnell, Fabian Triefenbach, Jean-Pierre Martens, Benjamin Schrauwen
2012	—	`conf`	Improving large vocabulary continuous speech recognition by combining GMM-based and reservoir-based acoustic modeling. SLT Fabian Triefenbach, Kris Demuynck, Jean-Pierre Martens
2011	A	`conf`	Connected Digit Recognition by Means of Reservoir Computing. INTERSPEECH Azarakhsh Jalalvand, Fabian Triefenbach, David Verstraeten, Jean-Pierre Martens
2010	—	`conf`	Phoneme Recognition with Large Hierarchical Reservoirs. NIPS Fabian Triefenbach, Azarakhsh Jalalvand, Benjamin Schrauwen, Jean-Pierre Martens