25 citations · 25 across the 1 of their papers we have counts for
5 papers
ASR Error Correction and Domain Adaptation Using Machine Translation
Anirudh Mani, Shruti Palaskar, Nimshi Venkat Meripo +2
Off-the-shelf pre-trained Automatic Speech Recognition (ASR) systems are an increasingly viable service for companies of any size building speech-based products. While these ASR sy…
Multimodal Abstractive Summarization for How2 Videos
Shruti Palaskar, Jindrich Libovický, Spandana Gella +1
In this paper, we study abstractive summarization for open-domain videos. Unlike the traditional text news summarization, the goal is less to "compress" text information but rather…
Learned In Speech Recognition: Contextual Acoustic Word Embeddings
Shruti Palaskar, Vikas Raunak, Florian Metze
End-to-end acoustic-to-word speech recognition models have recently gained popularity because they are easy to train, scale well to large amounts of training data, and do not requi…
How2: A Large-scale Dataset for Multimodal Language Understanding
Ramon Sanabria, Ozan Caglayan, Shruti Palaskar +4
In this paper, we introduce How2, a multimodal collection of instructional videos with English subtitles and crowdsourced Portuguese translations. We also present integrated sequen…
Combining LSTM and Latent Topic Modeling for Mortality Prediction
Yohan Jo, Lisa Lee, Shruti Palaskar
There is a great need for technologies that can predict the mortality of patients in intensive care units with both high accuracy and accountability. We present joint end-to-end ne…