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Merge pull request #64 from annika-magaro/main
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final proposal fixed merge conflict
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jocelynshen authored Dec 16, 2023
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94 changes: 88 additions & 6 deletions _posts/2023-11-10-speech-recognition-proposal.md

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@article{ardila2019,
title={Common voice: A massively-multilingual speech corpus},
author={Ardila, R. and Branson, M. and Davis, K. and Henretty, M. and Kohler, M. and Meyer, J., ... and Weber, G.},
journal={arXiv preprint arXiv:1912.06670},
year={2019}
}
@article{gemmeke2017,
title={Audio set: An ontology and human-labeled dataset for audio events},
author={Gemmeke, J. F. and Ellis, D. P. and Freedman, D. and Jansen, A. and Lawrence, W. and Moore, R. C., ... and Ritter, M.},
journal={IEEE international conference on acoustics, speech and signal processing (ICASSP) pp. 776-780},
year={2017}
}
@article{kell2018,
title={A Task-Optimized Neural Network Replicates Human Auditory Behavior, Predicts Brain Responses, and Reveals a Cortical Processing Hierarchy},
author={Kell, A.J.E. and Yamins, D.L.K. and Shook, E.N. and Norman-Haignere, S.V. and McDermott, J.H.},
journal={Neuron 98, 630-644.e16},
year={2018}
}
@article{mcdermott2011,
title={Sound texture perception via statistics of the auditory periphery: evidence from sound synthesis},
author={McDermott, J.H., and Simoncelli, E.P.},
journal={Neuron 71, 926–940},
year={2011}
}
@article{mcdermott2013,
title={Summary statistics in auditory perception},
author={McDermott, J.H. and Schemitsch, M., and Simoncelli, E.P.},
journal={Nat. Neurosci. 16, 493–498},
year={2013}
}

@article{orken2022,
title={A study of transformer-based end-to-end speech recognition system for Kazakh language},
author={Mamyrbayev, O. and Oralbekova, D. and Alimhan, K. and Turdalykyzy, T., and Othman, M.},
journal={Sci Rep 12, 8337},
year={2022}
}

@article{tuli2021,
title={Are Convolutional Neural Networks or Transformers more like human vision?},
author={Tuli, S. and Dasgupta, I. and Grant, E., and Griffiths, T.L.},
journal={arXiv preprint arXiv:2105.07197},
year={2021}
}

@article{saddler2021,
title={Deep neural network models reveal interplay of peripheral coding and stimulus statistics in pitch perception},
author={Saddler, M.R. and Gonzalez, R., and McDermott, J.H.},
journal={Nat. Commun. 12, 7278},
year={2021}
}

@article{feather2019,
title={Metamers of neural networks reveal divergence from
human perceptual systems},
author={Feather, J. and Durango, A. and Gonzalez, R., and McDermott, J.H.},
journal={Advances in Neural Information Processing Systems 32},
year={2019}
}

@article{ml1950,
title={The intelligibility of interrupted speech},
author={Miller, G.A., and Licklider, J.C.R.},
journal={Journal of the Acoustical Society of America, 22, 167–173},
year={1950}
}

Ardila, R., Branson, M., Davis, K., Henretty, M., Kohler, M., Meyer, J., ... & Weber, G. (2019). Common voice: A massively-multilingual speech corpus. arXiv preprint arXiv:1912.06670.
Gemmeke, J. F., Ellis, D. P., Freedman, D., Jansen, A., Lawrence, W., Moore, R. C., ... & Ritter, M. (2017, March). Audio set: An ontology and human-labeled dataset for audio events. In 2017 IEEE international conference on acoustics, speech and signal processing (ICASSP) pp. 776-780.
Kell, A.J.E., Yamins, D.L.K., Shook, E.N., Norman-Haignere, S.V., McDermott, J.H. A Task-Optimized Neural Network Replicates Human Auditory Behavior, Predicts Brain Responses, and Reveals a Cortical Processing Hierarchy. Neuron. 2018 May 2; 98 (3): 630-644.e16.
McDermott, J.H., and Simoncelli, E.P. (2011). Sound texture perception via statistics of the auditory periphery: evidence from sound synthesis. Neuron 71, 926–940.
McDermott, J.H., Schemitsch, M., and Simoncelli, E.P. (2013). Summary statistics in auditory perception. Nat. Neurosci. 16, 493–498.
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