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ORCIDFabian Triefenbach
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2020 – today
- 2024
[i4]Andy Rosenbaum, Pegah Kharazmi, Ershad Banijamali, Lu Zeng, Christopher DiPersio, Pan Wei, Gokmen Oz, Clement Chung, Karolina Owczarzak, Fabian Triefenbach, Wael Hamza:
CALICO: Conversational Agent Localization via Synthetic Data Generation. CoRR abs/2412.05388 (2024)- 2022
- [c10]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:
Alexa Teacher Model: Pretraining and Distilling Multi-Billion-Parameter Encoders for Natural Language Understanding Systems. KDD 2022: 2893-2902 - [i3]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:
Alexa Teacher Model: Pretraining and Distilling Multi-Billion-Parameter Encoders for Natural Language Understanding Systems. CoRR abs/2206.07808 (2022) - [i2]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 abs/2208.01448 (2022) - 2021
- [c9]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: 56-62 - 2020
- [c8]Judith Gaspers, Quynh Ngoc Thi Do, Fabian Triefenbach:
Data Balancing for Boosting Performance of Low-Frequency Classes in Spoken Language Understanding. INTERSPEECH 2020: 1560-1564 - [i1]Judith Gaspers, Quynh Ngoc Thi Do, Fabian Triefenbach:
Data balancing for boosting performance of low-frequency classes in Spoken Language Understanding. CoRR abs/2008.02603 (2020)
2010 – 2019
- 2015
- [j3]Azarakhsh Jalalvand, Fabian Triefenbach, Kris Demuynck, Jean-Pierre Martens:
Robust continuous digit recognition using Reservoir Computing. Comput. Speech Lang. 30(1): 135-158 (2015) - 2014
- [j2]Fabian Triefenbach, Kris Demuynck, Jean-Pierre Martens:
Large Vocabulary Continuous Speech Recognition With Reservoir-Based Acoustic Models. IEEE Signal Process. Lett. 21(3): 311-315 (2014) - 2013
- [j1]Fabian Triefenbach, Azarakhsh Jalalvand, Kris Demuynck, Jean-Pierre Martens:
Acoustic Modeling With Hierarchical Reservoirs. IEEE Trans. Speech Audio Process. 21(11): 2439-2450 (2013) - [c7]Kris Demuynck, Fabian Triefenbach:
Porting concepts from DNNs back to GMMs. ASRU 2013: 356-361 - [c6]Fabian Triefenbach, Azarakhsh Jalalvand, Kris Demuynck, Jean-Pierre Martens:
Context-dependent modeling and speaker normalization applied to reservoir-based phone recognition. INTERSPEECH 2013: 3342-3346 - 2012
- [c5]Fionntán O'Donnell, Fabian Triefenbach, Jean-Pierre Martens, Benjamin Schrauwen:
Effects of Architecture Choices on Sparse Coding in Speech Recognition. ICANN (1) 2012: 629-636 - [c4]Azarakhsh Jalalvand, Fabian Triefenbach, Jean-Pierre Martens:
Continuous Digit Recognition in Noise: Reservoirs can do an excellent job! INTERSPEECH 2012: 1804-1807 - [c3]Fabian Triefenbach, Kris Demuynck, Jean-Pierre Martens:
Improving large vocabulary continuous speech recognition by combining GMM-based and reservoir-based acoustic modeling. SLT 2012: 107-112 - 2011
- [c2]Azarakhsh Jalalvand, Fabian Triefenbach, David Verstraeten, Jean-Pierre Martens:
Connected Digit Recognition by Means of Reservoir Computing. INTERSPEECH 2011: 1725-1728 - 2010
- [c1]Fabian Triefenbach, Azarakhsh Jalalvand, Benjamin Schrauwen, Jean-Pierre Martens:
Phoneme Recognition with Large Hierarchical Reservoirs. NIPS 2010: 2307-2315
Coauthor Index
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