Speech technology and artificial intelligence (AI) serve as powerful tools for knowledge acquisition and skill mastery. This chapter examines their role in advancing second-language learning (L2) by enhancing both comprehension and production. For L2 speech, AI helps identify pronunciation errors, provides targeted feedback, and fosters native-like speaking abilities. Additionally, tools like eye-tracking enhance comprehension by analyzing reading patterns, predicting language proficiency, and personalizing strategies. Integrating reading aloud with eye-tracking delivers multimodal insights into L2 processing, promoting a comprehensive approach to skill development.

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AI-Driven Approaches to Knowledge Acquisition and Skill Mastery: An Application to Second-Language Learning

  • Olivier Augereau,
  • Anisia Popescu,
  • Sofiya Kobylyanskaya,
  • Motoi Iwata

摘要

Speech technology and artificial intelligence (AI) serve as powerful tools for knowledge acquisition and skill mastery. This chapter examines their role in advancing second-language learning (L2) by enhancing both comprehension and production. For L2 speech, AI helps identify pronunciation errors, provides targeted feedback, and fosters native-like speaking abilities. Additionally, tools like eye-tracking enhance comprehension by analyzing reading patterns, predicting language proficiency, and personalizing strategies. Integrating reading aloud with eye-tracking delivers multimodal insights into L2 processing, promoting a comprehensive approach to skill development.