SpeechDPR: End-to-End Spoken Passage Retrieval for Open-Domain Spoken Question Answering

no code implementations • 24 Jan 2024 • Chyi-Jiunn Lin, Guan-Ting Lin, Yung-Sung Chuang, Wei-Lun Wu, Shang-Wen Li, Abdelrahman Mohamed, Hung-Yi Lee, Lin-shan Lee

However, the real-world problem of Open-domain SQA (openSQA), in which the machine needs to first retrieve passages that possibly contain the answer from a spoken archive in addition, was never considered.

Passage Retrieval Question Answering +4

SLUE Phase-2: A Benchmark Suite of Diverse Spoken Language Understanding Tasks

no code implementations • 20 Dec 2022 • Suwon Shon, Siddhant Arora, Chyi-Jiunn Lin, Ankita Pasad, Felix Wu, Roshan Sharma, Wei-Lun Wu, Hung-Yi Lee, Karen Livescu, Shinji Watanabe

In this work, we introduce several new annotated SLU benchmark tasks based on freely available speech data, which complement existing benchmarks and address gaps in the SLU evaluation landscape.

Dialog Act Classification Question Answering +4