IEEE Signal Processing - May 2018 - 108

Palaiseau, France, and his Ph.D. degree from Université Pierre
et Marie Curie, Paris, France, in 2008, both in cognitive science. He became a postdoctoral fellow first at the École
Normale Supérieure, Paris, then at the Universitat Pompeu
Fabra, Barcelona, Spain, in 2014 and at the August Pi i Sunyer
Biomedical Research Institute in Barcelona in 2016. He is currently an independent researcher at the Center for Brain and
Cognition at the Universitat Pompeu Fabra and a visiting fellow at Princeton University, New Jersey. His research interests
include the study of speech perception, decision making, and
cognitive control in humans and other mammals from a computational and machine-learning perspective.

References

[1] M. S. Lewicki, "Efficient coding of natural sounds," Nature Neurosci., vol. 5,
no. 4, pp. 356-363, 2002.
[2] A. S. Spanias, "Speech coding: A tutorial review," Proc. IEEE, vol. 82, no. 10,
pp. 1541-1582, 1994.
[3] M. Dietz, M. Multrus, V. Eksler, V. Malenovsky, E. Norvell, H. Pobloth, L.
Miao, Z. Wang, L. Laaksonen, A. Vasilache, et al. "Overview of the EVS codec
architecture," in Proc. IEEE Int. Conf. Acoustics, Speech, and Signal Processing
(ICASSP), Brisbane, Australia, Apr. 2015, pp. 5698-5702.

[22] M. D. Zeiler, M. Ranzato, R. Monga, M. Mao, K. Yang, Q. V. Le, P. Nguyen,
A. Senior, et al., "On rectified linear units for speech processing," in Proc. IEEE Int.
Conf. Acoustics, Speech, and Signal Processing (ICASSP), Vancouver, Canada,
2013, pp. 3517-3521.
[23] T. Hromádka and A. M. Zador, "Representations in auditory cortex," Current
Opinion Neurobiol., vol. 19, no. 4, pp. 430-433, 2009.
[24] A. L. Giraud and D. Poeppel, "Speech perception from a neurophysiological
perspective," in The Human Auditory Cortex. New York: Springer, 2012, pp. 225-
260.
[25] N. Mesgarani, C. Cheung, K. Johnson, and E. F. Chang, "Phonetic feature
encoding in human superior temporal gyrus," Science, vol. 343, no. 6174, pp. 1006-
1010, Feb. 2014.
[26] C. P. Browman and L. M. Goldstein, "Towards an articulatory phonology,"
Phonology, vol. 3, pp. 219-252, May 1986.
[27] N. Mesgarani, S. V. David, J. B. Fritz, and S. A. Shamma, "Phoneme representation and classification in primary auditory cortex," J. Acoust. Soc. Amer., vol. 123,
no. 2, pp. 899-909, 2008.
[28] A. Gafos and L. Goldstein, "Articulatory representation and phonological organization," in The Oxford Handbook of Laboratory Phonology, A. C. Cohn, C.
Fougeron, and M. K. Huffman, Eds. London: Oxford Univ. Press, 2012.
[29] R. V. Shannon, F. G. Zeng, V. Kamath, J. Wygonski, and M. Ekelid, "Speech
recognition with primarily temporal cues," Science, vol. 270, no. 5234, p. 303, 1995.
[30] T. M. Elliott and F. E. Theunissen, "The modulation transfer function for
speech intelligibility," PLoS Comput. Biol., vol. 5, no. 3, p. e1000302, Mar. 2009.
[31] J. Gross, H. Nienke, G. Thut, P. Schyns, S. Panzeri, P. Belin, and S. Garrod,
"Speech rhythms and multiplexed oscillatory sensory coding in the human brain,"
PLoS Biol. vol. 11, no. 12, p. e1001752, Dec. 2013.

[4] J.-P. Adoul, P. Mabilleau, M. Delprat, and S. Morissette, "Fast celp coding
based on algebraic codes," in Proc. IEEE Int. Conf. Acoustics, Speech, and Signal
Processing (ICASSP), Dallas, TX, 1987, vol. 12. pp. 1957-1960.

[32] D. Poeppel, "The analysis of speech in different temporal integration windows:
Cerebral lateralization as 'Asymmetric sampling in time'," Speech Commun. vol. 41,
no. 1, pp. 245-255, Aug. 2003.

[5] B. S. Atal, "The history of linear prediction," IEEE Signal Process. Mag., vol. 23,
no. 2, pp. 154-161, Mar. 2006.

[33] K. E. Bouchard, N. Mesgarani, K. Johnson, and E. F. Chang, "Functional
organization of human sensorimotor cortex for speech articulation," Nature, vol. 495,
no. 7441, pp. 327-332, Mar. 2013.

[6] P. Vaidyanathan, "The theory of linear prediction," Synthesis Lectures on Signal
Process., vol. 2, no. 1, pp. 1-184, 2007.
[7] T. Chi, P. Ru, and S. A. Shamma, "Multiresolution spectrotemporal analysis of
complex sounds." J. Acoust. Soc. Amer., vol. 118, no. 2, pp. 887-906, Aug. 2005.
[8] G. Hickok and D. Poeppel, "The cortical organization of speech processing,"
Nature Rev. Neurosci., vol. 8, no. 5, pp. 393-402, May 2007.
[9] D. Pisoni and R. Remez, The Handbook of Speech Perception. Hoboken, NJ:
Wiley, 2008.
[10] A. L. L. Giraud and D. Poeppel, "Cortical oscillations and speech processing:
Emerging computational principles and operations." Nature Neurosci., vol. 15, no.
4, pp. 511-517, Apr. 2012.
[11] R. L. Diehl, A. J. Lotto, and L. L. Holt. (2004). Speech perception. Annu.
Rev. Psychol. [Online]. vol. 55, no. 1, pp. 149-179. Available:
[12] D. Poeppel, "The neuroanatomic and neurophysiological infrastructure for
speech and language," Current Opinion Neurobiol., vol. 28, pp. 142-149, Oct.
2014.
[13] M. Cernak, P. N. Garner, A. Lazaridis, P. Motlicek, and X. Na, "Incremental
syllable-context phonetic vocoding," IEEE/ACM Trans. Audio, Speech, Lang.
Process., vol. 23, no. 6, pp. 1019-1030, June 2015.
[14] S. Zeki. (2015). A massively asynchronous, parallel brain. Phil. Trans. R. Soc.
B. [Online]. 370(1668). Available: http://rstb.royalsocietypublishing.org/content/
royptb/370/1668/20140174.full.pdf
[15] R. A. Stevenson, N. A. Altieri, S. Kim, D. B. Pisoni, and T. W. James, "Neural
processing of asynchronous audiovisual speech perception," Neuroimage, vol. 49,
no. 4, pp. 3308-3318, 2010.
[16] R. Rasipuram and M. Magimai-Doss, "Articulatory feature based continuous
speech recognition using probabilistic lexical modeling," Comp. Speech & Lang.,
vol. 36, pp. 233-259, 2016.
[17] A. D. Friederici. (2012, Apr.) The cortical language circuit: From auditory
perception to sentence comprehension. Trends in Cognitive Sci. [Online]. 16(5),
pp. 262-268. Available: http://linkinghub.elsevier.com/retrieve/pii/S1364661312000794
[18] Y. Grodzinsky and A. Santi. (2008, Dec.). The battle for Broca's region.
Trends in Cognitive Science. [Online]. 12(12), pp. 474-480. Available: http://www
.sciencedirect.com/science/article/pii/S1364661308002222?via%3Dihub
[19] E. Smith and M. S. Lewicki, "Efficient coding of time-relative structure using
spikes," Neural Comp., vol. 17, no. 1, pp. 19-45, 2005.
[20] B. A. Olshausen and D. J. Field, "Sparse coding with an overcomplete basis set:
A strategy employed by v1?" Vision Res., vol. 37, no. 23, pp. 3311-3325, 1997.
[21] B. A. Olshausen and D. J. Field, "Sparse coding of sensory inputs," Current
Opinion in Neurobiol., vol. 14, no. 4, pp. 481-487, 2004.

108

[34] P. Gagnepain, R. N. Henson, and M. H. Davis, "Temporal predictive codes for
spoken words in auditory cortex," Current Biol., vol. 22, no. 7, pp. 615-621, Apr.
2012.
[35] J. L. McClelland, D. Mirman, D. J. Bolger, and P. Khaitan, "Interactive activation and mutual constraint satisfaction in perception and cognition," Cogn. Sci.,
pp. 1-51, Aug. 2014.
[36] D. Norris and J. M. McQueen, "Shortlist B: A Bayesian model of continuous
speech recognition," Psychol. Rev., vol. 115, no. 2, pp. 357-395, Apr. 2008.
[37] K. J. Friston, "A theory of cortical responses," Philos. Trans. Royal Soc.
London. Series B, Biol. Sci., vol. 360, no. 1456, pp. 815-836, Apr. 2005.
[38] J. A. Tourville and F. H. Guenther, "The DIVA model: A neural theory of
speech acquisition and production," Lang. Cogn. Processes, vol. 26, no. 7, pp. 952-
981, Aug. 2011.
[39] G. Hickok, "The architecture of speech production and the role of the phoneme in speech processing," Lang., Cogn. Neurosci., vol. 29, no. 1, pp. 2-20,
Jan. 2014.
[40] S. Sundaram and S. Narayanan, "Discriminating two types of noise sources
using cortical representation and dimension reduction technique," in Proc. IEEE Int.
Conf. Acoustics, Speech, and Signal Processing (ICASSP), Honolulu, HI, 2007,
vol. 1, pp. 1-213.
[41] W. Jeon and B. H. Juang, "Speech analysis in a model of the central auditory system," IEEE Trans. Audio, Speech, Lang. Process., vol. 15, no. 6, pp. 1802-1817,
2007.
[42] A. Hyafil and M. Cernak, "Neuromorphic based oscillatory device for incremental syllable boundary detection," in Proc. Interspeech, Dresden, Germany, Sept.
2015, pp. 1191-1195.
[43] C. Spille, B. Kollmeier, and B. T. Meyer, "Combining binaural and cortical features for robust speech recognition," IEEE/ACM Trans. Audio, Speech, Lang.
Process., vol. 25, no. 4, pp. 756-767, 2017.
[44] A. Bellur and M. Elhilali, "Feedback-driven sensory mapping adaptation for
robust speech activity detection," IEEE/ACM Trans. Audio, Speech, Lang.
Process., vol. 25, no. 3, pp. 481-492, 2017.
[45] E. C. Smith and M. S. Lewicki, "Efficient auditory coding," Nature, vol. 439,
no. 7079, pp. 978-982, 2006.
[46] R. Ullmann and H. Bourlard, "Predicting the intrusiveness of noise through
sparse coding with auditory kernels," Speech Commun., vol. 76, pp. 186-200,
2016.
[47] N. L. Carlson, V. L. Ming, and M. R. DeWeese, "Sparse codes for speech predict
spectrotemporal receptive fields in the inferior colliculus," PLoS Comput. Biol., vol. 8,
no. 7, p. e1002594, 2012.

IEEE Signal Processing Magazine

|

May 2018

|
http://rstb.royalsocietypublishing.org/content/royptb/370/1668/20140174.full.pdf http://rstb.royalsocietypublishing.org/content/royptb/370/1668/20140174.full.pdf http://linkinghub.elsevier.com/retrieve/pii/S1364661312000794 http://www.sciencedirect.com/science/article/pii/S1364661308002222?via%3Dihub http://www.sciencedirect.com/science/article/pii/S1364661308002222?via%3Dihub
Table of Contents for the Digital Edition of IEEE Signal Processing - May 2018
