Word Recognition
What are the implications of drawing links going only bottom-up from the sound level to the word level in contrast to a model that allows a bi-directional flow of information between levels? Can you think of the general consequences of top-down links for the perception of sounds? Would top-down connections be an advantage or disadvantage for speech perception? Address the following questions:
- How would top-down connections affect the perception of speech that is very indistinct or that takes place in a noisy environment?
- How would top-down connections affect the likelihood of auditory illusions, in which people hear sounds that do not represent the actual speech sounds that have been uttered?
- Now think about the experimental scenario sketched out below, based on an actual study by Rubin et al. (1976). Describe the predictions made by versions of a word recognition model with and without top-down connections.
Subjects listen to sound files that consist of sequences of syllables, with each syllable separated by a one-second interval. The syllable sequences consist of an equal mixture of real words and non-words. For example, a subject might hear the following string of syllables:
jut, tin, geel, sim, bit, lan, leg, gum, daj, keej, bip, well, run, meg, sin, hig
Subjects are instructed to press a button on the left as soon as they hear a syllable that starts with the sound /s/ and a button on the right as soon as they hear a syllable that starts with the sound /b/. Reaction times relative to the onset of the target syllable are collected and analyzed. In the example above, the target syllables are: sim, sin, bip, and bit. Subjects listen to numerous sequences like the one above, and reactions times are averaged separately for words and non-words.
Consider the predictions made by a unidirectional (bottom-up connections only) and a bi-directional (bottom-up and top-down connections) model of speech perception. What does each model predict about the relative speed of responses to words and non-words in this experimental scenario? Explain.
Reference
Rubin, P., Turvey, M. T., & van Gelder, P. (1976) Initial phonemes are detected faster in spoken words than in spoken nonwords. Perception and Psychophysics, 19, 394–398.