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# TIMIT stimuli
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This directory documents the TIMIT speech stimuli used in LibriBrain100.
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The original TIMIT audio and associated source materials are **not
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redistributed in this repository** because they are third-party licensed
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material.
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## Source
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LibriBrain100 uses the TIMIT Acoustic-Phonetic Continuous Speech Corpus:
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- Linguistic Data Consortium catalogue: `LDC93S1`
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- 630 speakers
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- 8 major dialect regions of the United States
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- 10 sentences per speaker
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- 6,300 utterances in total
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- Original audio: 16-kHz, 16-bit linear PCM
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LibriBrain100 collected MEG recordings for the full set of 6,300 TIMIT
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utterances.
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Official corpus page:
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https://catalog.ldc.upenn.edu/LDC93S1
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## Obtaining the stimuli
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TIMIT is distributed by the Linguistic Data Consortium (LDC) under its own
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licence and is not redistributed as part of LibriBrain100.
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Users wishing to obtain the corresponding speech materials should acquire
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TIMIT directly from the LDC and comply with the applicable licence terms.
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## Stimulus preparation
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For presentation during the LibriBrain100 experiment, the source audio was
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converted to uncompressed WAV format and resampled from 16 kHz to 48 kHz
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using SoX.
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The experiment used all 6,300 TIMIT utterances. Linguistic annotations
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time-locked to the corresponding MEG recordings are provided in the
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LibriBrain100 event files.
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## Dataset split
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LibriBrain100 follows the standard TIMIT evaluation split where possible.
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For testing, we use the official 24-speaker TIMIT core test set, excluding
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the shared `SA1` and `SA2` sentences.
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For validation, we use the 50-speaker development set from the standard
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Kaldi TIMIT recipe, again excluding the shared `SA` sentences.
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Speakers are also excluded from training where necessary to prevent overlap
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with the test material. The complete validation and test speaker IDs are
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reported in the LibriBrain100 dataset paper.
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## Licence
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TIMIT is third-party licensed material and is not redistributed or
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relicensed as part of LibriBrain100.
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Users must obtain TIMIT independently from the Linguistic Data Consortium
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and comply with the applicable LDC licence.
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## Citation
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If you use these data, please cite the LibriBrain100 dataset paper and the
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original TIMIT corpus:
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Garofolo, J. S., Lamel, L. F., Fisher, W. M., Fiscus, J. G., Pallett,
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D. S., Dahlgren, N. L., and Zue, V. (1993). TIMIT Acoustic-Phonetic
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Continuous Speech Corpus. Linguistic Data Consortium, LDC93S1.
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