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## Publications

- [N-Best ASR Transformer: Enhancing SLU Performance using Multiple ASR Hypotheses](https://arxiv.org/abs/2106.06519) by Karthik Ganesan, Pakhi Bamdev, Jaivarsan B, Amresh Venugopal, Abhinav Tushar
- [TaskMix: Data Augmentation for Meta-Learning of Spoken Intent Understanding](https://arxiv.org/abs/2210.06341) by Surya Kant Sahu
- [On The Diversity of ASR Hypotheses In Spoken Language Understanding](https://drive.google.com/file/d/1sL81V_9Lo0rvjla3zc6oVFTN8LRUB4rn/view) by Surya Kant Sahu and Swaraj Dalmia
- Rajaa, S., 2023. [Improving End-to-End SLU performance with Prosodic Attention
and Distillation](https://arxiv.org/abs/2305.08067). In Interspeech 2023.
- Rajaa, S., Anandan, K., Dalmia, S., Gupta, T. and Chng, E.S., 2023, June.
[Improving Spoken Language Identification with
Map-Mix](https://ieeexplore.ieee.org/abstract/document/10095765/). In ICASSP
2023-2023 IEEE International Conference on Acoustics, Speech and Signal
Processing (ICASSP) (pp. 1-5). IEEE.
- Sahu, S.K. and Dalmia, S., 2022. [On The Diversity of ASR Hypotheses In Spoken
Language
Understanding](https://drive.google.com/file/d/1sL81V_9Lo0rvjla3zc6oVFTN8LRUB4rn/view).
In I Can't Believe It's Not Better Workshop: Understanding Deep Learning
Through Empirical Falsification.
- Surya Kant Sahu. 2022. [TaskMix: Data Augmentation for Meta-Learning of Spoken
Intent Understanding](https://aclanthology.org/2022.findings-aacl.6/). In
Findings of the Association for Computational Linguistics: AACL-IJCNLP 2022,
pages 67–72, Online only. Association for Computational Linguistics.
- Karthik Ganesan, Pakhi Bamdev, Jaivarsan B, Amresh Venugopal, and Abhinav
Tushar. 2021. [N-Best ASR Transformer: Enhancing SLU Performance using
Multiple ASR Hypotheses](https://aclanthology.org/2021.acl-short.14/). In
Proceedings of the 59th Annual Meeting of the Association for Computational
Linguistics and the 11th International Joint Conference on Natural Language
Processing (Volume 2: Short Papers), pages 93–98, Online. Association for
Computational Linguistics.

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## Datasets

- [Emotional TTS dataset release](https://github.com/skit-ai/emotion-tts-dataset) by Swaraj Dalmia, Kaustav Tamuly, Pulkit Mishra, Shangeth Raaja, Kumarmanas Nethil & Abhinav Tushar
- [Phone Number Entity Dataset](https://github.com/skit-ai/phone-number-entity-dataset) by Kumarmanas Nethil, Anirudh Thatipelli & Sachin Kumar
- [Speech to Intent Dataset](https://github.com/skit-ai/speech-to-intent-dataset) by Kumarmanas Nethil, Kriti Anandan, & Unnati Senani
- [Emotional TTS dataset
release](https://github.com/skit-ai/emotion-tts-dataset) by Swaraj Dalmia,
Kaustav Tamuly, Pulkit Mishra, Shangeth Raaja, Kumarmanas Nethil & Abhinav
Tushar
- [Phone Number Entity
Dataset](https://github.com/skit-ai/phone-number-entity-dataset) by Kumarmanas
Nethil, Anirudh Thatipelli & Sachin Kumar
- [Speech to Intent
Dataset](https://github.com/skit-ai/speech-to-intent-dataset) by Kumarmanas
Nethil, Kriti Anandan, & Unnati Senani

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