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The "Narratives" fMRI dataset for evaluating models of naturalistic language comprehension. 2021
Samuel A Nastase, and
Yun-Fei Liu, and
Hanna Hillman, and
Asieh Zadbood, and
Liat Hasenfratz, and
Neggin Keshavarzian, and
Janice Chen, and
Christopher J Honey, and
Yaara Yeshurun, and
Mor Regev, and
Mai Nguyen, and
Claire H C Chang, and
Christopher Baldassano, and
Olga Lositsky, and
Erez Simony, and
Michael A Chow, and
Yuan Chang Leong, and
Paula P Brooks, and
Emily Micciche, and
Gina Choe, and
Ariel Goldstein, and
Tamara Vanderwal, and
Yaroslav O Halchenko, and
Kenneth A Norman, and
Uri Hasson
Princeton Neuroscience Institute and Department of Psychology, Princeton University, Princeton, NJ, USA. sam.nastase@gmail.com.
The "Narratives" collection aggregates a variety of functional MRI datasets collected while human subjects listened to naturalistic spoken stories. The current release includes 345 subjects, 891 functional scans, and 27 diverse stories of varying duration totaling ~4.6 hours of unique stimuli (~43,000 words). This data collection is well-suited for naturalistic neuroimaging analysis, and is intended to serve as a benchmark for models of language and narrative comprehension. We provide standardized MRI data accompanied by rich metadata, preprocessed versions of the data ready for immediate use, and the spoken story stimuli with time-stamped phoneme- and word-level transcripts. All code and data are publicly available with full provenance in keeping with current best practices in transparent and reproducible neuroimaging.
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Hanna Hillman, and
Asieh Zadbood, and
Liat Hasenfratz, and
Neggin Keshavarzian, and
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Christopher J Honey, and
Yaara Yeshurun, and
Mor Regev, and
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Claire H C Chang, and
Christopher Baldassano, and
Olga Lositsky, and
Erez Simony, and
Michael A Chow, and
Yuan Chang Leong, and
Paula P Brooks, and
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Kenneth A Norman, and
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Asieh Zadbood, and
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Yuan Chang Leong, and
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Asieh Zadbood, and
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Mor Regev, and
Mai Nguyen, and
Claire H C Chang, and
Christopher Baldassano, and
Olga Lositsky, and
Erez Simony, and
Michael A Chow, and
Yuan Chang Leong, and
Paula P Brooks, and
Emily Micciche, and
Gina Choe, and
Ariel Goldstein, and
Tamara Vanderwal, and
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Kenneth A Norman, and
Uri Hasson
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Yun-Fei Liu, and
Hanna Hillman, and
Asieh Zadbood, and
Liat Hasenfratz, and
Neggin Keshavarzian, and
Janice Chen, and
Christopher J Honey, and
Yaara Yeshurun, and
Mor Regev, and
Mai Nguyen, and
Claire H C Chang, and
Christopher Baldassano, and
Olga Lositsky, and
Erez Simony, and
Michael A Chow, and
Yuan Chang Leong, and
Paula P Brooks, and
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