On the Impact of Speech Recognition Errors in Passage Retrieval for Spoken Question Answering

Author:

Sidiropoulos Georgios1,Vakulenko Svitlana2,Kanoulas Evangelos1

Affiliation:

1. University of Amsterdam, Amsterdam, Netherlands

2. Aamzon Alexa AI, Barcelona, Spain

Funder

H2020 Societal Challenges

Nederlandse Organisatie voor Wetenschappelijk Onderzoek

Publisher

ACM

Reference16 articles.

1. Alexei Baevski , Yuhao Zhou , Abdelrahman Mohamed , and Michael Auli . 2020 . wav2vec 2.0: A Framework for Self-Supervised Learning of Speech Representations . In Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020 , NeurIPS 2020, December 6--12, 2020, virtual. https://proceedings.neurips.cc/paper/2020/hash/92d1e1eb1cd6f9fba3227870bb6d7f07-Abstract.html Alexei Baevski, Yuhao Zhou, Abdelrahman Mohamed, and Michael Auli. 2020. wav2vec 2.0: A Framework for Self-Supervised Learning of Speech Representations. In Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, NeurIPS 2020, December 6--12, 2020, virtual. https://proceedings.neurips.cc/paper/2020/hash/92d1e1eb1cd6f9fba3227870bb6d7f07-Abstract.html

2. SLURP: A Spoken Language Understanding Resource Package

3. Fahim Faisal , Sharlina Keshava , Md Mahfuz Ibn Alam , and Antonios Anastasopoulos . 2021 . SD-QA: Spoken Dialectal Question Answering for the Real World. In Findings of the Association for Computational Linguistics: EMNLP 2021 , Virtual Event / Punta Cana, Dominican Republic, 16- -20 November, 2021. Association for Computational Linguistics, 3296--3315. https://doi.org/10.18653/v1/2021.findings-emnlp.281 10.18653/v1 Fahim Faisal, Sharlina Keshava, Md Mahfuz Ibn Alam, and Antonios Anastasopoulos. 2021. SD-QA: Spoken Dialectal Question Answering for the Real World. In Findings of the Association for Computational Linguistics: EMNLP 2021, Virtual Event / Punta Cana, Dominican Republic, 16--20 November, 2021. Association for Computational Linguistics, 3296--3315. https://doi.org/10.18653/v1/2021.findings-emnlp.281

4. Jack FitzGerald , Christopher Hench , Charith Peris , Scott Mackie , Kay Rottmann , Ana Sanchez , Aaron Nash , Liam Urbach , Vishesh Kakarala , Richa Singh , Swetha Ranganath , Laurie Crist , Misha Britan , Wouter Leeuwis , Gö khan Tü r, and Prem Natarajan . 2022 . MASSIVE : A 1M-Example Multilingual Natural Language Understanding Dataset with 51 Typologically-Diverse Languages. CoRR , Vol. abs/ 2204 .08582 (2022). https://doi.org/10.48550/arXiv.2204.08582 showeprint[arXiv]2204.08582 10.48550/arXiv.2204.08582 Jack FitzGerald, Christopher Hench, Charith Peris, Scott Mackie, Kay Rottmann, Ana Sanchez, Aaron Nash, Liam Urbach, Vishesh Kakarala, Richa Singh, Swetha Ranganath, Laurie Crist, Misha Britan, Wouter Leeuwis, Gö khan Tü r, and Prem Natarajan. 2022. MASSIVE: A 1M-Example Multilingual Natural Language Understanding Dataset with 51 Typologically-Diverse Languages. CoRR, Vol. abs/2204.08582 (2022). https://doi.org/10.48550/arXiv.2204.08582 showeprint[arXiv]2204.08582

5. Billion-Scale Similarity Search with GPUs

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