Papers
Rare Sound Event Detection Using Deep Learning and Data Augmentation
Yanping Chen, Hongxia Jin
Acoustic Scene Classification Using Teacher-Student Learning with Soft-Labels
Hee-Soo Heo, Jee-weon Jung, Hye-jin Shim et al.
Automatic Detection of Breath Using Voice Activity Detection and SVM Classifier with Application on News Reports
Mohamed Ismail Yasar Arafath K., Aurobinda Routray
Early Identification of Speech Changes Due to Amyotrophic Lateral Sclerosis Using Machine Classification
Sarah E. Gutz, Jun Wang, Yana Yunusova et al.
Integrating Video Retrieval and Moment Detection in a Unified Corpus for Video Question Answering
Hongyin Luo, Mitra Mohtarami, James Glass et al.
Automatic Compression of Subtitles with Neural Networks and its Effect on User Experience
Katrin Angerbauer, Heike Adel, Ngoc Thang Vu
EpaDB: A Database for Development of Pronunciation Assessment Systems
Jazmín Vidal, Luciana Ferrer, Leonardo Brambilla
Detecting Mismatch Between Speech and Transcription Using Cross-Modal Attention
Qiang Huang, Thomas Hain
Automatic Lyric Transcription from Karaoke Vocal Tracks: Resources and a Baseline System
Gerardo Roa Dabike, Jon Barker
Active Annotation: Bootstrapping Annotation Lexicon and Guidelines for Supervised NLU Learning
Federico Marinelli, Alessandra Cervone, Giuliano Tortoreto et al.
Qualitative Evaluation of ASR Adaptation in a Lecture Context: Application to the PASTEL Corpus
Salima Mdhaffar, Yannick Estève, Nicolas Hernandez et al.
RadioTalk: A Large-Scale Corpus of Talk Radio Transcripts
Doug Beeferman, William Brannon, Deb Roy
Comparative Analysis of Think-Aloud Methods for Everyday Activities in the Context of Cognitive Robotics
Moritz Meier, Celeste Mason, Felix Putze et al.
Code-Switching Sentence Generation by Generative Adversarial Networks and its Application to Data Augmentation
Ching-Ting Chang, Shun-Po Chuang, Hung-Yi Lee
Phonet: A Tool Based on Gated Recurrent Neural Networks to Extract Phonological Posteriors from Speech
J.C. Vásquez-Correa, Philipp Klumpp, Juan Rafael Orozco-Arroyave et al.
Sincerity in Acted Speech: Presenting the Sincere Apology Corpus and Results
Alice Baird, Eduardo Coutinho, Julia Hirschberg et al.
Using Speech to Predict Sequentially Measured Cortisol Levels During a Trier Social Stress Test
Alice Baird, Shahin Amiriparian, Nicholas Cummins et al.
Towards an Annotation Scheme for Complex Laughter in Speech Corpora
Khiet P. Truong, Jürgen Trouvain, Michel-Pierre Jansen
Laughter Dynamics in Dyadic Conversations
Bogdan Ludusan, Petra Wagner
Conversational and Social Laughter Synthesis with WaveNet
Hiroki Mori, Tomohiro Nagata, Yoshiko Arimoto
Calibrating DNN Posterior Probability Estimates of HMM/DNN Models to Improve Social Signal Detection from Audio Data
Gábor Gosztolya, László Tóth
Deep Learning Based Mandarin Accent Identification for Accent Robust ASR
Felix Weninger, Yang Sun, Junho Park et al.
Mitigating Gender and L1 Differences to Improve State and Trait Recognition
Guozhen An, Rivka Levitan
Predicting the Leading Political Ideology of YouTube Channels Using Acoustic, Textual, and Metadata Information
Yoan Dinkov, Ahmed Ali, Ivan Koychev et al.