Papers
Interactions between Vowels and Nasal Codas in Mandarin Speakers’ Perception of Nasal Finals
Chong Cao, Wei Wei, Wei Wang et al.
A Multi-Discriminator CycleGAN for Unsupervised Non-Parallel Speech Domain Adaptation
Ehsan Hosseini-Asl, Yingbo Zhou, Caiming Xiong et al.
Phone Recognition Using a Non-Linear Manifold with Broad Phone Class Dependent DNNs
Mengjie Qian, Linxue Bai, Peter Jančovič et al.
Completely Unsupervised Phoneme Recognition by Adversarially Learning Mapping Relationships from Audio Embeddings
Da-Rong Liu, Kuan-Yu Chen, Hung-yi Lee et al.
Semi-Orthogonal Low-Rank Matrix Factorization for Deep Neural Networks
Daniel Povey, Gaofeng Cheng, Yiming Wang et al.
Leveraging Second-Order Log-Linear Model for Improved Deep Learning Based ASR Performance
Ankit Raj, Shakti P Rath, Jithendra Vepa
Dictionary Augmented Sequence-to-Sequence Neural Network for Grapheme to Phoneme Prediction
Antoine Bruguier, Anton Bakhtin, Dravyansh Sharma
Hierarchical Recurrent Neural Networks for Acoustic Modeling
Jinhwan Park, Iksoo Choi, Yoonho Boo et al.
Self-Attentional Acoustic Models
Matthias Sperber, Jan Niehues, Graham Neubig et al.
Twin Regularization for Online Speech Recognition
Mirco Ravanelli, Dmitriy Serdyuk, Yoshua Bengio
Filter Sampling and Combination CNN (FSC-CNN): A Compact CNN Model for Small-footprint ASR Acoustic Modeling Using Raw Waveforms
Jinxi Guo, Ning Xu, Xin Chen et al.
Improving CTC-based Acoustic Model with Very Deep Residual Time-delay Neural Networks
Sheng Li, Xugang Lu, Ryoichi Takashima et al.
Knowledge Distillation for Sequence Model
Mingkun Huang, Yongbin You, Zhehuai Chen et al.
Ladder Networks for Emotion Recognition: Using Unsupervised Auxiliary Tasks to Improve Predictions of Emotional Attributes
Srinivas Parthasarathy, Carlos Busso
On Enhancing Speech Emotion Recognition Using Generative Adversarial Networks
Saurabh Sahu, Rahul Gupta, Carol Espy-Wilson
Speech Emotion Recognition Using Spectrogram & Phoneme Embedding
Promod Yenigalla, Abhay Kumar, Suraj Tripathi et al.
Emotion Recognition from Variable-Length Speech Segments Using Deep Learning on Spectrograms
Xi Ma, Zhiyong Wu, Jia Jia et al.
Imbalance Learning-based Framework for Fear Recognition in the MediaEval Emotional Impact of Movies Task
Xiaotong Zhang, Xingliang Cheng, Mingxing Xu et al.
Speech Emotion Recognition from Variable-Length Inputs with Triplet Loss Function
Jian Huang, Ya Li, Jianhua Tao et al.
Demonstrating and Modelling Systematic Time-varying Annotator Disagreement in Continuous Emotion Annotation
Mia Atcheson, Vidhyasaharan Sethu, Julien Epps
Investigating Speech Enhancement and Perceptual Quality for Speech Emotion Recognition
Anderson R. Avila, Md Jahangir Alam, Douglas O'Shaughnessy et al.
Stochastic Shake-Shake Regularization for Affective Learning from Speech
Che-Wei Huang, Shrikanth Narayanan
Modeling Self-Reported and Observed Affect from Speech
Jian Cheng, Jared Bernstein, Elizabeth Rosenfeld et al.
Cross-lingual Speech Emotion Recognition through Factor Analysis
Brecht Desplanques, Kris Demuynck
A Three-Layer Emotion Perception Model for Valence and Arousal-Based Detection from Multilingual Speech
Xingfeng Li, Masato Akagi