Fabian Triefenbach

According to our database1, Fabian Triefenbach authored at least 15 papers between 2010 and 2022.

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Bibliography

2022
AlexaTM 20B: Few-Shot Learning Using a Large-Scale Multilingual Seq2Seq Model.
CoRR, 2022

Alexa Teacher Model: Pretraining and Distilling Multi-Billion-Parameter Encoders for Natural Language Understanding Systems.
CoRR, 2022


2021
Continuous Model Improvement for Language Understanding with Machine Translation.
Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies: Industry Papers, 2021

2020
Data Balancing for Boosting Performance of Low-Frequency Classes in Spoken Language Understanding.
Proceedings of the Interspeech 2020, 2020

2015
Robust continuous digit recognition using Reservoir Computing.
Comput. Speech Lang., 2015

2014
Large Vocabulary Continuous Speech Recognition With Reservoir-Based Acoustic Models.
IEEE Signal Process. Lett., 2014

2013
Acoustic Modeling With Hierarchical Reservoirs.
IEEE Trans. Speech Audio Process., 2013

Context-dependent modeling and speaker normalization applied to reservoir-based phone recognition.
Proceedings of the INTERSPEECH 2013, 2013

Porting concepts from DNNs back to GMMs.
Proceedings of the 2013 IEEE Workshop on Automatic Speech Recognition and Understanding, 2013

2012
Improving large vocabulary continuous speech recognition by combining GMM-based and reservoir-based acoustic modeling.
Proceedings of the 2012 IEEE Spoken Language Technology Workshop (SLT), 2012

Continuous Digit Recognition in Noise: Reservoirs can do an excellent job!
Proceedings of the INTERSPEECH 2012, 2012

Effects of Architecture Choices on Sparse Coding in Speech Recognition.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2012, 2012

2011
Connected Digit Recognition by Means of Reservoir Computing.
Proceedings of the INTERSPEECH 2011, 2011

2010
Phoneme Recognition with Large Hierarchical Reservoirs.
Proceedings of the Advances in Neural Information Processing Systems 23: 24th Annual Conference on Neural Information Processing Systems 2010. Proceedings of a meeting held 6-9 December 2010, 2010


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