Papers
Depression Detection from Short Utterances via Diverse Smartphones in Natural Environmental Conditions
Zhaocheng Huang, Julien Epps, Dale Joachim et al.
How Did You like 2017? Detection of Language Markers of Depression and Narcissism in Personal Narratives
Eva-Maria Rathner, Julia Djamali, Yannik Terhorst et al.
i-Vectors in Language Modeling: An Efficient Way of Domain Adaptation for Feed-Forward Models
Karel Beneš, Santosh Kesiraju, Lukáš Burget
What to Expect from Expected Kneser-Ney Smoothing
Michael Levit, Sarangarajan Parthasarathy, Shuangyu Chang
Recurrent Neural Network Language Model Adaptation for Conversational Speech Recognition
Ke Li, Hainan Xu, Yiming Wang et al.
Efficient Language Model Adaptation with Noise Contrastive Estimation and Kullback-Leibler Regularization
Jesús Andrés-Ferrer, Nathan Bodenstab, Paul Vozila
Online Incremental Learning for Speaker-Adaptive Language Models
Chih Chi Hu, Bing Liu, John Shen et al.
Investigation on LSTM Recurrent N-gram Language Models for Speech Recognition
Zoltán Tüske, Ralf Schlüter, Hermann Ney
Training Recurrent Neural Network through Moment Matching for NLP Applications
Yue Deng, Yilin Shen, KaWai Chen et al.
Improving Language Modeling with an Adversarial Critic for Automatic Speech Recognition
Yike Zhang, Pengyuan Zhang, Yonghong Yan
Unsupervised and Efficient Vocabulary Expansion for Recurrent Neural Network Language Models in ASR
Yerbolat Khassanov, Eng Siong Chng
Active Memory Networks for Language Modeling
Oscar Chen, Anton Ragni, Mark Gales et al.
Contextual Language Model Adaptation for Conversational Agents
Anirudh Raju, Behnam Hedayatnia, Linda Liu et al.
Multi-modal Attention Mechanisms in LSTM and Its Application to Acoustic Scene Classification
Teng Zhang, Kailai Zhang, Ji Wu
Wavelet Transform Based Mel-scaled Features for Acoustic Scene Classification
Shefali Waldekar, Goutam Saha
Robust Acoustic Event Classification Using Bag-of-Visual-Words
Manjunath Mulimani, Shashidhar G Koolagudi
Early Detection of Continuous and Partial Audio Events Using CNN
Ian McLoughlin, Yan Song, Lam Dang Pham et al.
Time Aggregation Operators for Multi-label Audio Event Detection
Pankaj Joshi, Digvijaysingh Gautam, Ganesh Ramakrishnan et al.
Deep Convolutional Neural Network with Scalogram for Audio Scene Modeling
Hangting Chen, Pengyuan Zhang, Haichuan Bai et al.
ASe: Acoustic Scene Embedding Using Deep Archetypal Analysis and GMM
Pulkit Sharma, Vinayak Abrol, Anshul Thakur
A Compact and Discriminative Feature Based on Auditory Summary Statistics for Acoustic Scene Classification
Hongwei Song, Jiqing Han, Shiwen Deng
Data Independent Sequence Augmentation Method for Acoustic Scene Classification
Zhang Teng, Kailai Zhang, Ji Wu
Unsupervised Temporal Feature Learning Based on Sparse Coding Embedded BoAW for Acoustic Event Recognition
Liwen Zhang, Jiqing Han, Shiwen Deng
Multiple Instance Deep Learning for Weakly Supervised Small-Footprint Audio Event Detection
Shao-Yen Tseng, Juncheng Li, Yun Wang et al.
A Priori SNR Estimation Based on a Recurrent Neural Network for Robust Speech Enhancement
Yangyang Xia, Richard Stern