Correcting Automated and Manual Speech Transcription Errors using Warped Language Models

no code implementations • 26 Mar 2021 • Mahdi Namazifar, John Malik, Li Erran Li, Gokhan Tur, Dilek Hakkani Tür

Masked language models have revolutionized natural language processing systems in the past few years.

Language Modelling

Warped Language Models for Noise Robust Language Understanding

no code implementations • 3 Nov 2020 • Mahdi Namazifar, Gokhan Tur, Dilek Hakkani Tür

The insertion and drop modification of the input text during training of WLM resemble the types of noise due to Automatic Speech Recognition (ASR) errors, and as a result WLMs are likely to be more robust to ASR noise.

Automatic Speech Recognition Automatic Speech Recognition (ASR) +4