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Structured neuronal encoding and decoding of human speech features

Human speech sounds are produced through a coordinated movement of structures along the vocal tract. Here we show highly structured neuronal encoding of vowel articulation. In medial-frontal neurons, we observe highly specific tuning to individual vowels, whereas superior temporal gyrus neurons have...

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Detalles Bibliográficos
Autores principales: Tankus, Ariel, Fried, Itzhak, Shoham, Shy
Formato: Online Artículo Texto
Lenguaje:English
Publicado: 2012
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4445934/
https://www.ncbi.nlm.nih.gov/pubmed/22910361
http://dx.doi.org/10.1038/ncomms1995
Descripción
Sumario:Human speech sounds are produced through a coordinated movement of structures along the vocal tract. Here we show highly structured neuronal encoding of vowel articulation. In medial-frontal neurons, we observe highly specific tuning to individual vowels, whereas superior temporal gyrus neurons have non-specific, sinusoidally-modulated tuning (analogous to motor cortical directional tuning). At the neuronal population level, a decoding analysis reveals that the underlying structure of vowel encoding reflects the anatomical basis of articulatory movements. This structured encoding enables accurate decoding of volitional speech segments and could be applied in the development of Brain-Machine Interfaces for restoring speech in paralyzed individuals.