README
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statlearn
Statistical Learning project, including simulations and papers
papers:
- Rohrlich, J. O’Reilly, R. C. Statistical Learning in Speech: A Biologically Based Predictive Learning Model (submitted)
results:
- figures, data & analysis scripts used in the preparation of the above paper
simulations:
- wordsegI: a model of the auditory cortex incorporating our deep predictive learning framework of corticothalamic pathways.
resources:
- the .wav files, timing files and transcription files for simulating experiments by Saffran, Aslin & Newport 1996 and Graf-Estes & Lew-Williams 2015.
Directories
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| Path | Synopsis |
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sims
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wordsegI
wordends uses deep leabra predictive learning to predict word endings and form abstract categories of endings
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wordends uses deep leabra predictive learning to predict word endings and form abstract categories of endings |
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utils
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genwavs
This code generates wav files by calling gnuspeech
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This code generates wav files by calling gnuspeech |
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