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Generalized perceptual adaptation to second-language speech: Variability, similarity, and intelligibilitya)
Ann R Bradlow1, Adrianna M Bassard2, Ken A Paller2
1Department of Linguistics, Northwestern University, Evanston, Illinois 60208, USA.
Perceptual learning for second-language (L2) speech generalization depends on talker similarity and training intelligibility, not just exposure variability. Both single- and multiple-talker training can facilitate cross-talker adaptation in L2 speech perception.
Area of Science:
- Psycholinguistics
- Auditory Perception
- Second Language Acquisition
Background:
- Perceptual learning for speech is crucial for understanding diverse accents.
- High-variability training typically aids generalization, but low-variability exposure can also be effective.
- A similarity-based account suggests talker similarity, not variability, drives generalization.
Purpose of the Study:
- To test the predictions of a similarity-based account of speech perceptual learning.
- To investigate the role of training-test talker similarity versus exposure variability in cross-talker generalization.
- To compare perceptual adaptation to second-language (L2) English speech following single- versus multiple-talker training.
Main Methods:
- A round-robin design was used with four L2 English talkers from different first-language (L1) backgrounds.
- Participants underwent single- or multiple-talker training with 60 L2 English sentences.
- Cross-talker/cross-accent generalization was assessed after training sessions.
Main Results:
- Cross-talker/cross-accent generalization occurred with both single- and multiple-talker training, but was not guaranteed.
- Generalization was not consistently better for identical training-test talker pairings compared to mismatched pairings.
- Acoustic analyses showed a dissociation between phonetic similarity and generalization; intelligibility during training correlated with adaptation and generalization.
Conclusions:
- Generalization in L2 speech perceptual learning is influenced by training-test talker similarity and training phase intelligibility.
- Exposure to talker variability may not be the sole determinant of cross-talker generalization.
- Effective L2 speech perceptual learning may require a combination of talker variability, training-test similarity, and high training intelligibility.
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