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Published August 26, 2015 | Version v1
Dataset Open

HAC features and metadata for the ACORNS Caregiver dataset

Description

Histograms of co-occurence features from the Caregiver dataset.

Each files contains the features corresponding to one speaker. The features were extracted using matlab code from the ACORNS project, except for the ones postfixed with "_python" that were extracted with code from http://github.com/omangin/multimodal/features/hac.py.

The .json files contains metadata for the the datasets. See http://github.com/omangin/multimodal/db/models/acorns.py for more information on the format.

For more information and data, the English part of the ACORNS CAREGIVER corpus is available from the language archive (TLA -MPI for psycholinguistics Nijmegen) for reproducibility and transparency reasons in accordance with the agreements that were obtained from the speakers. Visit the following link for the corpus: https://corpus1.mpi.nl/ds/asv/;jsessionid=0717131F4474EDF6A9002460E8921321?0&openhandle=hdl:1839/00-0000-0000-001A-D60B-1

Information on permissions for using the corpus at http://dx.doi.org/10.1371/journal.pone.0132245

Files

Acorns_Y1.json

Files (250.1 MB)

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md5:a8569d42c90ea6a3404ece7fc0c85d96
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md5:db467c1fa527617711a4efe3de1919d7
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md5:35fc662bacf0356dd97fe529225002bf
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md5:ef42eb93484deaa36fd7f034314e22eb
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md5:848b1e946014624cc6d664eec4f653e5
3.4 MB Preview Download

Additional details

References

  • Altosaar, Toomas et al. "A Speech Corpus for Modeling Language Acquisition: CAREGIVER" Language Resources and Evaluation - LREC (2008)
  • Boves, Lou et al. "ACORNS---towards computational modeling of communication and recognition skills" Cognitive Informatics, 6th IEEE International Conference on (2007)
  • Modelling the Noise-Robustness of Infants’ "Word Representations: The Impact of Previous Experience" Bergmann C, Bosch Lt, Fikkert P, Boves L (2015) PLoS ONE 10(7): e0132245. doi: 10.1371/journal.pone.0132245