HLT-P1: Language modeling, ASR and Punctuation Prediction |
| Session Type: Poster |
| Time: Tuesday, May 14, 17:30 - 19:30 |
| Location: Poster Area C, Ground Floor |
| Session Chair: Dilek Hakkani-Tür, Amazon Alexa AI |
| HLT-P1.1: KNOWLEDGE DISTILLATION FOR RECURRENT NEURAL NETWORK LANGUAGE MODELING WITH TRUST REGULARIZATION |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| Yangyang Shi; Mobvoi AI Lab |
| Mei-Yuh Hwang; Mobvoi AI Lab |
| Xin Lei; Mobvoi AI Lab |
| Haoyu Sheng; Williams College |
| HLT-P1.2: GAUSSIAN PROCESS LSTM RECURRENT NEURAL NETWORK LANGUAGE MODELS FOR SPEECH RECOGNITION |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| Max W. Y. Lam; Chinese University of Hong Kong |
| Xie Chen; Microsoft |
| Shoukang Hu; Chinese University of Hong Kong |
| Jianwei Yu; Chinese University of Hong Kong |
| Xunying Liu; Chinese University of Hong Kong |
| Helen Meng; Chinese University of Hong Kong |
| HLT-P1.3: INVESTIGATION OF SAMPLING TECHNIQUES FOR MAXIMUM ENTROPY LANGUAGE MODELING TRAINING |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| Xie Chen; Microsoft |
| Jun Zhang; Microsoft |
| Tasos Anastasakos; Microsoft |
| Fil Alleva; Microsoft |
| HLT-P1.4: IMPROVEMENTS TO N-GRAM LANGUAGE MODEL USING TEXT GENERATED FROM NEURAL LANGUAGE MODEL |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| Masayuki Suzuki; IBM |
| Nobuyasu Itoh; IBM |
| Tohru Nagano; IBM |
| Gakuto Kurata; IBM |
| Samuel Thomas; IBM |
| HLT-P1.5: A UNIFIED FRAMEWORK FOR FEATURE-BASED DOMAIN ADAPTATION OF NEURAL NETWORK LANGUAGE MODELS |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| Michael Hentschel; Nara Institute of Science and Technology |
| Marc Delcroix; NTT Communication Science Laboratories |
| Atsunori Ogawa; NTT Communication Science Laboratories |
| Tomoharu Iwata; NTT Communication Science Laboratories |
| Tomohiro Nakatani; NTT Communication Science Laboratories |
| HLT-P1.6: IMPROVING SPEECH RECOGNITION ERROR PREDICTION FOR MODERN AND OFF-THE-SHELF SPEECH RECOGNIZERS |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| Prashant Serai; The Ohio State University |
| Peidong Wang; The Ohio State University |
| Eric Fosler-Lussier; The Ohio State University |
| HLT-P1.7: RECURRENT NEURAL NETWORK LANGUAGE MODEL TRAINING USING NATURAL GRADIENT |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| Jianwei Yu; the Chinese University of Hong Kong |
| Max W. Y. Lam; the Chinese University of Hong Kong |
| Xie Chen; Microsoft AI and Research |
| Shoukang Hu; the Chinese University of Hong Kong |
| Songxiang Liu; the Chinese University of Hong Kong |
| Xixin Wu; the Chinese University of Hong Kong |
| Xunying Liu; the Chinese University of Hong Kong |
| Helen Meng; the Chinese University of Hong Kong |
| HLT-P1.8: CONTEXT-AWARE NEURAL-BASED DIALOG ACT CLASSIFICATION ON AUTOMATICALLY GENERATED TRANSCRIPTIONS |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| Daniel Ortega; University of Stuttgart |
| Chia-Yu Li; University of Stuttgart |
| Gisela Vallejo; University of Stuttgart |
| Pavel Denisov; University of Stuttgart |
| Ngoc Thang Vu; University of Stuttgart |
| HLT-P1.9: SELF-ATTENTION BASED MODEL FOR PUNCTUATION PREDICTION USING WORD AND SPEECH EMBEDDINGS |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| Jiangyan Yi; Institute of Automation, Chinese Academy of Sciences |
| Jianhua Tao; Institute of Automation, Chinese Academy of Sciences |
| HLT-P1.10: EMPIRICAL EVALUATION AND COMBINATION OF PUNCTUATION PREDICTION MODELS APPLIED TO BROADCAST NEWS |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| Alexandre Nanchen; Idiap Research Institute |
| Philip N. Garner; Idiap Research Institute |
| HLT-P1.11: DEEP RECURRENT NEURAL NETWORKS WITH LAYER-WISE MULTI-HEAD ATTENTIONS FOR PUNCTUATION RESTORATION |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| Seokhwan Kim; Adobe Research |