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Aren Jansen

MAQA: A Multimodal QA Benchmark for Negation

Jan 09, 2023
Judith Yue Li, Aren Jansen, Qingqing Huang, Joonseok Lee, Ravi Ganti, Dima Kuzmin

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* NeurIPS 2022 SyntheticData4ML Workshop

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MuLan: A Joint Embedding of Music Audio and Natural Language

Aug 26, 2022
Qingqing Huang, Aren Jansen, Joonseok Lee, Ravi Ganti, Judith Yue Li, Daniel P. W. Ellis

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* To appear in ISMIR 2022

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Text-Driven Separation of Arbitrary Sounds

Apr 12, 2022
Kevin Kilgour, Beat Gfeller, Qingqing Huang, Aren Jansen, Scott Wisdom, Marco Tagliasacchi

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* Submitted to INTERSPEECH 2022

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BigSSL: Exploring the Frontier of Large-Scale Semi-Supervised Learning for Automatic Speech Recognition

Oct 01, 2021
Yu Zhang, Daniel S. Park, Wei Han, James Qin, Anmol Gulati, Joel Shor, Aren Jansen, Yuanzhong Xu, Yanping Huang, Shibo Wang, Zongwei Zhou, Bo Li, Min Ma, William Chan, Jiahui Yu, Yongqiang Wang, Liangliang Cao, Khe Chai Sim, Bhuvana Ramabhadran, Tara N. Sainath, Françoise Beaufays, Zhifeng Chen, Quoc V. Le, Chung-Cheng Chiu, Ruoming Pang, Yonghui Wu

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* 14 pages, 7 figures, 13 tables; v2: minor corrections, reference baselines and bibliography updated

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Sparse, Efficient, and Semantic Mixture Invariant Training: Taming In-the-Wild Unsupervised Sound Separation

Jun 01, 2021
Scott Wisdom, Aren Jansen, Ron J. Weiss, Hakan Erdogan, John R. Hershey

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* 5 pages, 1 figure. submitted to WASPAA 2021

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The Benefit Of Temporally-Strong Labels In Audio Event Classification

May 14, 2021
Shawn Hershey, Daniel P W Ellis, Eduardo Fonseca, Aren Jansen, Caroline Liu, R Channing Moore, Manoj Plakal

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* Accepted for publication at ICASSP 2021

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