Papers
Harry: A Tool for Measuring String Similarity
Konrad Rieck, Christian Wressnegger
Knowledge Matters: Importance of Prior Information for Optimization
Çağlar Gülçehre, Yoshua Bengio
Consistency and Fluctuations For Stochastic Gradient Langevin Dynamics
Yee Whye Teh, Alexandre H. Thiery, Sebastian J. Vollmer
Minimax Rates in Permutation Estimation for Feature Matching
Olivier Collier, Arnak S. Dalalyan
Should We Really Use Post-Hoc Tests Based on Mean-Ranks?
Alessio Benavoli, Giorgio Corani, Francesca Mangili
Random Rotation Ensembles
Rico Blaser, Piotr Fryzlewicz
Consistent Algorithms for Clustering Time Series
Azadeh Khaleghi, Daniil Ryabko, Jérémie Mary et al.
Multiscale Dictionary Learning: Non-Asymptotic Bounds and Robustness
Mauro Maggioni, Stanislav Minsker, Nate Strawn
On the Complexity of Best-Arm Identification in Multi-Armed Bandit Models
Emilie Kaufmann, Olivier Cappé, Aurélien Garivier
Improved Multilingual Training of Stacked Neural Network Acoustic Models for Low Resource Languages
Tanel Alumäe, Stavros Tsakalidis, Richard Schwartz
Language Adaptive DNNs for Improved Low Resource Speech Recognition
Markus Müller, Sebastian Stüker, Alex Waibel
Improving Under-Resourced Language ASR Through Latent Subword Unit Space Discovery
Marzieh Razavi, Mathew Magimai-Doss
ASR for South Slavic Languages Developed in Almost Automated Way
Jan Nouza, Radek Safarik, Petr Cerva
Analysis of Mismatched Transcriptions Generated by Humans and Machines for Under-Resourced Languages
Van Hai Do, Nancy F. Chen, Boon Pang Lim et al.
An Investigation on Training Deep Neural Networks Using Probabilistic Transcriptions
Amit Das, Mark Hasegawa-Johnson
Multilingual Data Selection for Low Resource Speech Recognition
Samuel Thomas, Kartik Audhkhasi, Jia Cui et al.
Semi-Supervised Training in Deep Learning Acoustic Model
Yan Huang, Yongqiang Wang, Yifan Gong
Semi-Supervised Speaker Adaptation for In-Vehicle Speech Recognition with Deep Neural Networks
Wonkyum Lee, Kyu J. Han, Ian Lane
The Sheffield Wargame Corpus — Day Two and Day Three
Yulan Liu, Charles Fox, Madina Hasan et al.
An Investigation on the Use of i-Vectors for Robust ASR
Dimitrios Dimitriadis, Samuel Thomas, Sriram Ganapathy
Microphone Distance Adaptation Using Cluster Adaptive Training for Robust Far Field Speech Recognition
Animesh Prasad, Khe Chai Sim
Data Augmentation Using Multi-Input Multi-Output Source Separation for Deep Neural Network Based Acoustic Modeling
Yusuke Fujita, Ryoich Takashima, Takeshi Homma et al.
Factorized Linear Input Network for Acoustic Model Adaptation in Noisy Conditions
Dung T. Tran, Marc Delroix, Atsunori Ogawa et al.
Optimization of Speech Enhancement Front-End with Speech Recognition-Level Criterion
Takuya Higuchi, Takuya Yoshioka, Tomohiro Nakatani