Publications (27)
Neural Language Codes for Multilingual Acoustic Models
Markus Müller, Sebastian Stüker, Alex Waibel
A Hierarchical Approach to Neural Context-Aware Modeling
Patrick Huber, Jan Niehues, Alex Waibel
Subword and Crossword Units for CTC Acoustic Models
Thomas Zenkel, Ramon Sanabria, Florian Metze +1
Automated Evaluation of Out-of-Context Errors
Patrick Huber, Jan Niehues, Alex Waibel
Recovering From Parser Failures: A Hybrid Statistical/Symbolic Approach
Carolyn Penstein Rose', Alex Waibel
Phonemic and Graphemic Multilingual CTC Based Speech Recognition
Markus Müller, Sebastian Stüker, Alex Waibel
An End-to-End Goal-Oriented Dialog System with a Generative Natural Language Response Generation
Stefan Constantin, Jan Niehues, Alex Waibel
Towards one-shot learning for rare-word translation with external experts
Ngoc-Quan Pham, Jan Niehues, Alex Waibel
Self-Attentional Models for Lattice Inputs
Matthias Sperber, Graham Neubig, Ngoc-Quan Pham +1
Using multi-task learning to improve the performance of acoustic-to-word and conventional hybrid models
Thai-Son Nguyen, Sebastian Stueker, Alex Waibel
Fluent Translations from Disfluent Speech in End-to-End Speech Translation
Elizabeth Salesky, Matthias Sperber, Alex Waibel
Robust and Scalable Differentiable Neural Computer for Question Answering
Jörg Franke, Jan Niehues, Alex Waibel
Self-Attentional Acoustic Models
Matthias Sperber, Jan Niehues, Graham Neubig +2
Yeah, Right, Uh-Huh: A Deep Learning Backchannel Predictor
Robin Ruede, Markus Müller, Sebastian Stüker +1
Analyzing Neural MT Search and Model Performance
Jan Niehues, Eunah Cho, Thanh-Le Ha +1
Multi-task learning to improve natural language understanding
Stefan Constantin, Jan Niehues, Alex Waibel
Neural Lattice-to-Sequence Models for Uncertain Inputs
Matthias Sperber, Graham Neubig, Jan Niehues +1
Attention-Passing Models for Robust and Data-Efficient End-to-End Speech Translation
Matthias Sperber, Graham Neubig, Jan Niehues +1
Improving Zero-shot Translation with Language-Independent Constraints
Ngoc-Quan Pham, Jan Niehues, Thanh-Le Ha +1
Transcribing Against Time
Matthias Sperber, Graham Neubig, Jan Niehues +2
Multilingual Adaptation of RNN Based ASR Systems
Markus Müller, Sebastian Stüker, Alex Waibel
Lexical Translation Model Using a Deep Neural Network Architecture
Thanh-Le Ha, Jan Niehues, Alex Waibel
Towards Fluent Translations from Disfluent Speech
Elizabeth Salesky, Susanne Burger, Jan Niehues +1
Low-Latency Neural Speech Translation
Jan Niehues, Ngoc-Quan Pham, Thanh-Le Ha +2
Learning Shared Encoding Representation for End-to-End Speech Recognition Models
Thai-Son Nguyen, Sebastian Stueker, Alex Waibel
Comparison of Decoding Strategies for CTC Acoustic Models
Thomas Zenkel, Ramon Sanabria, Florian Metze +4
Pre-Translation for Neural Machine Translation
Jan Niehues, Eunah Cho, Thanh-Le Ha +1