Combining LSTM and Latent Topic Modeling for Mortality Prediction. - Yohan Jo; Lisa Lee; Shruti Palaskar (CoRR, 2017)

End-to-end Multimodal Speech Recognition. - Shruti Palaskar; Ramon Sanabria; Florian Metze (ICASSP, 2018)

Linguistic Unit Discovery from Multi-Modal Inputs in Unwritten Languages: Summary of the "Speaking Rosetta" JSALT 2017 Workshop. - Odette Scharenborg; Laurent Besacier; Alan W. Black; Mark Hasegawa-Johnson; Florian Metze; Graham Neubig; Sebastian Stüker; Pierre Godard; Markus Müller 001; Lucas Ondel; Shruti Palaskar; Philip Arthur; et al. (ICASSP, 2018)

Acoustic-to-Word Recognition with Sequence-to-Sequence Models. - Shruti Palaskar; Florian Metze (SLT, 2018)

OPERA: Operations-oriented Probabilistic Extraction, Reasoning, and Analysis. - Eduard H. Hovy; Taylor Berg-Kirkpatrick; Jaime G. Carbonell; Hans Chalupsky; Anatole Gershman; Alexander G. Hauptmann; Florian Metze; Teruko Mitamura; Aditi Chaudhary; Xianyang Chen; Bernie Po-Yao Huang; Hector Zhengzhong Liu; et al. (TAC, 2018)

How2: A Large-scale Dataset for Multimodal Language Understanding. - Ramon Sanabria; Ozan Caglayan; Shruti Palaskar; Desmond Elliott; Loïc Barrault; Lucia Specia; Florian Metze (CoRR, 2018)

Multimodal Abstractive Summarization for How2 Videos. - Shruti Palaskar; Jindrich Libovický; Spandana Gella; Florian Metze (ACL (1), 2019)

Multimodal Grounding for Sequence-to-sequence Speech Recognition. - Ozan Caglayan; Ramon Sanabria; Shruti Palaskar; Loïc Barrault; Florian Metze (ICASSP, 2019)

Learning from Multiview Correlations in Open-domain Videos. - Nils Holzenberger; Shruti Palaskar; Pranava Madhyastha; Florian Metze; Raman Arora (ICASSP, 2019)

Learned in Speech Recognition: Contextual Acoustic Word Embeddings. - Shruti Palaskar; Vikas Raunak; Florian Metze (ICASSP, 2019)

ASR Error Correction and Domain Adaptation Using Machine Translation. - Anirudh Mani; Shruti Palaskar; Nimshi Venkat Meripo; Sandeep Konam; Florian Metze (ICASSP, 2020)

How2Sign: A Large-scale Multimodal Dataset for Continuous American Sign Language. - Amanda Cardoso Duarte; Shruti Palaskar; Deepti Ghadiyaram; Kenneth DeHaan; Florian Metze; Jordi Torres; Xavier Giró-i-Nieto (CoRR, 2020)

Transfer learning for multimodal dialog. - Shruti Palaskar; Ramon Sanabria; Florian Metze (Comput. Speech Lang., 2020)

Grounded Sequence to Sequence Transduction. - Lucia Specia; Loïc Barrault; Ozan Caglayan; Amanda Cardoso Duarte; Desmond Elliott; Spandana Gella; Nils Holzenberger; Chiraag Lala; Sun Jae Lee; Jindrich Libovický; Pranava Madhyastha; Florian Metze; et al. (IEEE J. Sel. Top. Signal Process., 2020)

Speech Technology for Unwritten Languages. - Odette Scharenborg; Lucas Ondel; Shruti Palaskar; Philip Arthur; Francesco Ciannella; Mingxing Du; Elin Larsen; Danny Merkx; Rachid Riad; Liming Wang 003; Emmanuel Dupoux; Laurent Besacier; et al. (IEEE ACM Trans. Audio Speech Lang. Process., 2020)

How2Sign: A Large-Scale Multimodal Dataset for Continuous American Sign Language. - Amanda Cardoso Duarte; Shruti Palaskar; Lucas Ventura; Deepti Ghadiyaram; Kenneth DeHaan; Florian Metze; Jordi Torres; Xavier Giró-i-Nieto (CVPR, 2021)

Multimodal Speech Summarization Through Semantic Concept Learning. - Shruti Palaskar; Ruslan Salakhutdinov; Alan W. Black; Florian Metze (Interspeech, 2021)

Speech Summarization using Restricted Self-Attention. - Roshan Sharma; Shruti Palaskar; Alan W. Black; Florian Metze (CoRR, 2021)

On Advances in Text Generation from Images Beyond Captioning: A Case Study in Self-Rationalization. - Shruti Palaskar; Akshita Bhagia; Yonatan Bisk; Florian Metze; Alan W. Black; Ana Marasovic (EMNLP (Findings), 2022)

End-to-End Speech Summarization Using Restricted Self-Attention. - Roshan Sharma; Shruti Palaskar; Alan W. Black; Florian Metze (ICASSP, 2022)

Multimodal Learning from Videos: Exploring Models and Task Complexities - Shruti Palaskar (2023)

Multimodal Large Language Models with Fusion Low Rank Adaptation for Device Directed Speech Detection. - Shruti Palaskar; Ognjen Rudovic; Sameer Dharur; Florian Pesce; Gautam Krishna; Aswin Sivaraman; Jack Berkowitz; Ahmed Hussen Abdelaziz; Saurabh Adya; Ahmed H. Tewfik (INTERSPEECH, 2024)