InterSpeech 2021

Language and Lexical Modeling for ASR

Incorporating External POS Tagger for Punctuation Restoration
(3 minutes introduction)

Ning Shi (Alibaba, China), Wei Wang (Alibaba, China), Boxin Wang (University of Illinois at Urbana-Champaign, USA), Jinfeng Li (Alibaba, China), Xiangyu Liu (Alibaba, China), Zhouhan Lin (SJTU, China)

Phonetically Induced Subwords for End-to-End Speech Recognition
(3 minutes introduction)

Vasileios Papadourakis (Amazon, USA), Markus Müller (Amazon, USA), Jing Liu (Amazon, USA), Athanasios Mouchtaris (Amazon, USA), Maurizio Omologo (Amazon, USA)

Lookup-Table Recurrent Language Models for Long Tail Speech Recognition
(3 minutes introduction)

W. Ronny Huang (Google, USA), Tara N. Sainath (Google, USA), Cal Peyser (Google, USA), Shankar Kumar (Google, USA), David Rybach (Google, USA), Trevor Strohman (Google, USA)

Contextual Density Ratio for Language Model Biasing of Sequence to Sequence ASR Systems
(3 minutes introduction)

Jesús Andrés-Ferrer (Nuance Communications, Spain), Dario Albesano (Nuance Communications, Italy), Puming Zhan (Nuance Communications, USA), Paul Vozila (Nuance Communications, USA)

Contextual Density Ratio for Language Model Biasing of Sequence to Sequence ASR Systems
(longer introduction)

Jesús Andrés-Ferrer (Nuance Communications, Spain), Dario Albesano (Nuance Communications, Italy), Puming Zhan (Nuance Communications, USA), Paul Vozila (Nuance Communications, USA)

Token-Level Supervised Contrastive Learning for Punctuation Restoration
(3 minutes introduction)

Qiushi Huang (SUSTech, China), Tom Ko (SUSTech, China), H. Lilian Tang (University of Surrey, UK), Xubo Liu (University of Surrey, UK), Bo Wu (MIT-IBM Watson AI Lab, USA)

Class-Based Neural Network Language Model For Second-Pass Rescoring In ASR
(3 minutes introduction)

Lingfeng Dai (SJTU, China), Qi Liu (SJTU, China), Kai Yu (SJTU, China)

Correcting Automated and Manual Speech Transcription Errors usingWarped Language Models
(3 minutes introduction)

Mahdi Namazifar (Amazon, USA), John Malik (Amazon, USA), Li Erran Li (Amazon, USA), Gokhan Tur (Amazon, USA), Dilek Hakkani Tür (Amazon, USA)