Papers
An End-to-End Deep Learning Framework for Speech Emotion Recognition of Atypical Individuals
Dengke Tang, Junlin Zeng, Ming Li
Using Voice Quality Supervectors for Affect Identification
Soo Jin Park, Amber Afshan, Zhi Ming Chua et al.
Investigation on Joint Representation Learning for Robust Feature Extraction in Speech Emotion Recognition
Danqing Luo, Yuexian Zou, Dongyan Huang
Deep Learning in Paralinguistic Recognition Tasks: Are Hand-crafted Features Still Relevant?
Johannes Wagner, Dominik Schiller, Andreas Seiderer et al.
Evolving Learning for Analysing Mood-Related Infant Vocalisation
Zixing Zhang, Jing Han, Kun Qian et al.
Monitoring Infant's Emotional Cry in Domestic Environments Using the Capsule Network Architecture
Mehmet Ali Tuğtekin Turan, Engin Erzin
An Ensemble of Transfer, Semi-supervised and Supervised Learning Methods for Pathological Heart Sound Classification
Ahmed Imtiaz Humayun, Md. Tauhiduzzaman Khan, Shabnam Ghaffarzadegan et al.
The INTERSPEECH 2018 Computational Paralinguistics Challenge: Atypical & Self-Assessed Affect, Crying & Heart Beats
Björn Schuller, Stefan Steidl, Anton Batliner et al.
Spoken Keyword Detection Using Joint DTW-CNN
Ravi Shankar, C M Vikram, S R M Prasanna
LSTM Based Attentive Fusion of Spectral and Prosodic Information for Keyword Spotting in Hindi Language
Laxmi Pandey, Karan Nathwani
Siamese Recurrent Auto-Encoder Representation for Query-by-Example Spoken Term Detection
Ziwei Zhu, Zhiyong Wu, Runnan Li et al.
Learning Acoustic Word Embeddings with Temporal Context for Query-by-Example Speech Search
Yougen Yuan, Cheung-Chi Leung, Lei Xie et al.
CNN Based Query by Example Spoken Term Detection
Dhananjay Ram, Lesly Miculicich, Hervé Bourlard
An Investigation of Non-linear i-vectors for Speaker Verification
Nanxin Chen, Jesús Villalba, Najim Dehak
A Generalization of PLDA for Joint Modeling of Speaker Identity and Multiple Nuisance Conditions
Luciana Ferrer, Mitchell McLaren
Integrated Presentation Attack Detection and Automatic Speaker Verification: Common Features and Gaussian Back-end Fusion
Massimiliano Todisco, Héctor Delgado, Kong Aik Lee et al.
Fast Variational Bayes for Heavy-tailed PLDA Applied to i-vectors and x-vectors
Anna Silnova, Niko Brümmer, Daniel Garcia-Romero et al.
Double Joint Bayesian Modeling of DNN Local I-Vector for Text Dependent Speaker Verification with Random Digit Strings
Ziqiang Shi, Huibin Lin, Liu Liu et al.
Improved Supervised Locality Preserving Projection for I-vector Based Speaker Verification
Lanhua You, Wu Guo, Yan Song et al.
Improving Mongolian Phrase Break Prediction by Using Syllable and Morphological Embeddings with BiLSTM Model
Rui Liu, Feilong Bao, Guanglai Gao et al.
Wavelet Analysis of Speaker Dependent and Independent Prosody for Voice Conversion
Berrak Sisman, Haizhou Li
BLSTM-CRF Based End-to-End Prosodic Boundary Prediction with Context Sensitive Embeddings in a Text-to-Speech Front-End
Yibin Zheng, Jianhua Tao, Zhengqi Wen et al.
An Exploration of Local Speaking Rate Variations in Mandarin Read Speech
Guan-Ting Liou, Chen-Yu Chiang, Yih-Ru Wang et al.