Papers
Unsupervised Discriminative Training of PLDA for Domain Adaptation in Speaker Verification
Qiongqiong Wang, Takafumi Koshinaka
i-Vector Transformation Using a Novel Discriminative Denoising Autoencoder for Noise-Robust Speaker Recognition
Shivangi Mahto, Hitoshi Yamamoto, Takafumi Koshinaka
Curriculum Learning Based Probabilistic Linear Discriminant Analysis for Noise Robust Speaker Recognition
Shivesh Ranjan, Abhinav Misra, John H.L. Hansen
CNN-Based Joint Mapping of Short and Long Utterance i-Vectors for Speaker Verification Using Short Utterances
Jinxi Guo, Usha Amrutha Nookala, Abeer Alwan
Neural Speech Recognizer: Acoustic-to-Word LSTM Model for Large Vocabulary Speech Recognition
Hagen Soltau, Hank Liao, Haşim Sak
An Analysis of “Attention” in Sequence-to-Sequence Models
Rohit Prabhavalkar, Tara N. Sainath, Bo Li et al.
Efficient Knowledge Distillation from an Ensemble of Teachers
Takashi Fukuda, Masayuki Suzuki, Gakuto Kurata et al.
Gaussian Prediction Based Attention for Online End-to-End Speech Recognition
Junfeng Hou, Shiliang Zhang, Li-Rong Dai
Semi-Supervised DNN Training with Word Selection for ASR
Karel Veselý, Lukáš Burget, Jan Černocký
Deep Neural Factorization for Speech Recognition
Jen-Tzung Chien, Chen Shen
Visually Grounded Learning of Keyword Prediction from Untranscribed Speech
Herman Kamper, Shane Settle, Gregory Shakhnarovich et al.
DNN-Based Ultrasound-to-Speech Conversion for a Silent Speech Interface
Tamás Gábor Csapó, Tamás Grósz, Gábor Gosztolya et al.
Turbo Decoders for Audio-Visual Continuous Speech Recognition
Ahmed Hussen Abdelaziz
Improving Speaker-Independent Lipreading with Domain-Adversarial Training
Michael Wand, Jürgen Schmidhuber
Improving Computer Lipreading via DNN Sequence Discriminative Training Techniques
Kwanchiva Thangthai, Richard Harvey
Combining Residual Networks with LSTMs for Lipreading
Themos Stafylakis, Georgios Tzimiropoulos
Concatenative Resynthesis Using Twin Networks
Soumi Maiti, Michael I. Mandel
SEGAN: Speech Enhancement Generative Adversarial Network
Santiago Pascual, Antonio Bonafonte, Joan Serrà
Exploring Low-Dimensional Structures of Modulation Spectra for Robust Speech Recognition
Bi-Cheng Yan, Chin-Hong Shih, Shih-Hung Liu et al.
Improving Mask Learning Based Speech Enhancement System with Restoration Layers and Residual Connection
Zhuo Chen, Yan Huang, Jinyu Li et al.
Improved Codebook-Based Speech Enhancement Based on MBE Model
Qizheng Huang, Changchun Bao, Xianyun Wang
Deep Recurrent Neural Network Based Monaural Speech Separation Using Recurrent Temporal Restricted Boltzmann Machines
Suman Samui, Indrajit Chakrabarti, Soumya K. Ghosh
Similarity Learning Based Query Modeling for Keyword Search
Batuhan Gundogdu, Murat Saraclar
Symbol Sequence Search from Telephone Conversation
Masayuki Suzuki, Gakuto Kurata, Abhinav Sethy et al.
Compressed Time Delay Neural Network for Small-Footprint Keyword Spotting
Ming Sun, David Snyder, Yixin Gao et al.