Connectionist modeling of speech perception
Bibliographic Data
| ID | 4422326 |
|---|---|
| Authors | Egil Tornqvist (corresponding author), Athanassios Protopapas (0000-0002-7285-8845, corresponding author) |
| Year | 1999 |
| Volume | 125 |
| Issue | 4 |
| Pages | 410-436 |
| Publication date | 1999-01-01 |
| Peer Reviewed | Yes |
| Open Access | No |
| Type | ARTICLE |
| Venue | Psychological Bulletin (JOURNAL) |
| Journal identifiers | ISSN: 0033-2909 • E-ISSN: 1939-1455 |
| Publisher | American Psychological Association (APA) (PUBLISHER) |
| DOI | 10.1037//0033-2909.125.4.410 |
| OpenAlex | W4210698222 |
| Language | EN |
| Citations received | 4 |
Connectionist models of perception and cognition, including the process of deducing meaningful messages from patterns of acoustic waves emitted by vocal tracts, are developed and refined as human understanding of brain function, psychological processes, and the properties of massively parallel architectures advances. The present article presents several important contributions from diverse points of view in the area of connectionist modeling of speech perception and discusses their relative merits with respect to specific theoretical issues and empirical findings. TRACE, the Elman/Norris net, and Adaptive Resonance Theory constitute pivotal points exemplifying overall modeling success, progress in temporal representation, and plausible modeling of learning, respectively. Other modeling efforts are presented for the specific insights they offer, and the article concludes with a discussion of computational versus dynamic modeling of phonological processes
Art · Class (philosophy) · Cognition · Cognitive psychology · Cognitive science · Connectionism · Epistemology · Genealogy · Linguistics · Literature · Naturalism · Pariah group · Perception · Political science · Power (physics) · Psychoanalysis · Speech perception · Speech recognition · Terminology · Theology · Wife · Computer Science · Cultural Studies and Interdisciplinary Research · History · Law · Neuroscience · Philosophy · Phonetics and Phonology Research · Psychology
| Unique citing works | 4 |
|---|---|
| Citations per year | 0,18 |
| Citation span | 2004 - 2026 (23) |
| Citation velocity | current |
| Highly cited | No |
| Citation types | Neutral: 4 |