204 citations · 714 across the 66 of their papers we have counts for
15 papers · 1 filter
Cross-lingual Transfer for Speech Processing using Acoustic Language Similarity
Peter Wu, Jiatong Shi, Yifan Zhong +2
Speech processing systems currently do not support the vast majority of languages, in part due to the lack of data in low-resource languages. Cross-lingual transfer offers a compel…
ESPnet-SLU: Advancing Spoken Language Understanding through ESPnet
Siddhant Arora, Siddharth Dalmia, Pavel Denisov +10
As Automatic Speech Processing (ASR) systems are getting better, there is an increasing interest of using the ASR output to do downstream Natural Language Processing (NLP) tasks. H…
Switch Point biased Self-Training: Re-purposing Pretrained Models for Code-Switching
Parul Chopra, Sai Krishna Rallabandi, Alan W Black +1
Code-switching (CS), a ubiquitous phenomenon due to the ease of communication it offers in multilingual communities still remains an understudied problem in language processing. Th…
Towards Language Modelling in the Speech Domain Using Sub-word Linguistic Units
Anurag Katakkar, Alan W Black
Language models (LMs) for text data have been studied extensively for their usefulness in language generation and other downstream tasks. However, language modelling purely in the…
Intent Classification Using Pre-trained Language Agnostic Embeddings For Low Resource Languages
Hemant Yadav, Akshat Gupta, Sai Krishna Rallabandi +2
Building Spoken Language Understanding (SLU) systems that do not rely on language specific Automatic Speech Recognition (ASR) is an important yet less explored problem in language…
Speech Summarization using Restricted Self-Attention
Roshan Sharma, Shruti Palaskar, Alan W Black +1
Speech summarization is typically performed by using a cascade of speech recognition and text summarization models. End-to-end modeling of speech summarization models is challengin…