Papers
Identifying Input Features for Development of Real-Time Translation of Neural Signals to Text
Janaki Sheth, Ariel Tankus, Michelle Tran et al.
Towards a Speaker Independent Speech-BCI Using Speaker Adaptation
Debadatta Dash, Alan Wisler, Paul Ferrari et al.
Multi-Corpus Acoustic-to-Articulatory Speech Inversion
Nadee Seneviratne, Ganesh Sivaraman, Carol Espy-Wilson
Slot Filling with Weighted Multi-Encoders for Out-of-Domain Values
Yuka Kobayashi, Takami Yoshida, Kenji Iwata et al.
A Comparison of Deep Learning Methods for Language Understanding
Mandy Korpusik, Zoe Liu, James Glass
Meta Learning for Hyperparameter Optimization in Dialogue System
Jen-Tzung Chien, Wei Xiang Lieow
Improving Conversation-Context Language Models with Multiple Spoken Language Understanding Models
Ryo Masumura, Tomohiro Tanaka, Atsushi Ando et al.
Topic-Aware Dialogue Speech Recognition with Transfer Learning
Yuanfeng Song, Di Jiang, Xueyang Wu et al.
Investigating Adaptation and Transfer Learning for End-to-End Spoken Language Understanding from Speech
Natalia Tomashenko, Antoine Caubrière, Yannick Estève
Spoken Language Intent Detection Using Confusion2Vec
Prashanth Gurunath Shivakumar, Mu Yang, Panayiotis Georgiou
Speech Model Pre-Training for End-to-End Spoken Language Understanding
Loren Lugosch, Mirco Ravanelli, Patrick Ignoto et al.
Ultra-Compact NLU: Neuronal Network Binarization as Regularization
Munir Georges, Krzysztof Czarnowski, Tobias Bocklet
M2H-GAN: A GAN-Based Mapping from Machine to Human Transcripts for Speech Understanding
Titouan Parcollet, Mohamed Morchid, Xavier Bost et al.
Adapting a FrameNet Semantic Parser for Spoken Language Understanding Using Adversarial Learning
Gabriel Marzinotto, Géraldine Damnati, Frédéric Béchet
One-vs-All Models for Asynchronous Training: An Empirical Analysis
Rahul Gupta, Aman Alok, Shankar Ananthakrishnan
Mitigating Noisy Inputs for Question Answering
Denis Peskov, Joe Barrow, Pedro Rodriguez et al.
Personalizing ASR for Dysarthric and Accented Speech with Limited Data
Joel Shor, Dotan Emanuel, Oran Lang et al.
A Multi-Accent Acoustic Model Using Mixture of Experts for Speech Recognition
Abhinav Jain, Vishwanath P. Singh, Shakti P. Rath
An Investigation into On-Device Personalization of End-to-End Automatic Speech Recognition Models
Khe Chai Sim, Petr Zadrazil, Françoise Beaufays
Learning Speaker Aware Offsets for Speaker Adaptation of Neural Networks
Leda Sarı, Samuel Thomas, Mark A. Hasegawa-Johnson
End-to-End Adaptation with Backpropagation Through WFST for On-Device Speech Recognition System
Emiru Tsunoo, Yosuke Kashiwagi, Satoshi Asakawa et al.
Fast DNN Acoustic Model Speaker Adaptation by Learning Hidden Unit Contribution Features
Xurong Xie, Xunying Liu, Tan Lee et al.
Cumulative Adaptation for BLSTM Acoustic Models
Markus Kitza, Pavel Golik, Ralf Schlüter et al.
Unsupervised Adaptation with Adversarial Dropout Regularization for Robust Speech Recognition
Pengcheng Guo, Sining Sun, Lei Xie