Speech recognition with primarily temporal clues

Nearly perfect speech recognition was observed under conditions of greatly reduced spectral information. Temporal envelopes of speech were extracted from broad frequency bands and were used to modulate noises of the same bandwidths. This manipulation preserved temporal envelope cues in each band but...

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Veröffentlicht in:Science (American Association for the Advancement of Science) 1995-10, Vol.270 (5234), p.303
Hauptverfasser: Shannon, Robert V, Zeng, Fan-Gang, Kamath, Vivek, Wygonski, John, Ekelid, Michael
Format: Artikel
Sprache:eng
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Zusammenfassung:Nearly perfect speech recognition was observed under conditions of greatly reduced spectral information. Temporal envelopes of speech were extracted from broad frequency bands and were used to modulate noises of the same bandwidths. This manipulation preserved temporal envelope cues in each band but restricted the listener to severely degraded information on the distribution of spectral energy. The identification of consonants, vowels, and words in simple sentences improved markedly as the number of bands increased; high speech recognition performance was obtained with only three bands of modulated noise. Thus, the presentation of a dynamic temporal pattern in only a few broad spectral regions is sufficient for the recognition of speech.
ISSN:0036-8075
1095-9203