STEAM - Intelligent Speech Technology

AI history & sound

Learning Objectives

  1. Master the complete development history of AI, including core origins, key conferences, milestone events and two AI winter periods

  2. Identify classic AI programs, landmark systems and representative generative AI tools accurately

  3. Understand the core driving forces of the deep learning revolution and key ethical issues in modern AI

  4. Grasp basic fundamentals of sound and audio principles through guided learning materials

  5. Complete the presentation in grou

(5 min) Warm-up & AI Origin Preview
  1. Show 3 classic AI images (Turing Machine, Dartmouth Conference, modern robot) to activate interest

  2. Briefly introduce 2 core origins: philosophical ideas + Alan Turing’s foundational contributions

Birth of AI & Early Development (1950s–1960s)

  1. Explain the 1956 Dartmouth Conference: the official birth of AI

  2. Introduce 2 early classic AI programs: Logic Theorist & ELIZA

  3. Mention the first AI winter in 1–2 sentences (technical limitations + funding cuts)

Knowledge Era & Machine Learning Rise (1970s–2000s)

  1. Briefly describe expert systems (core of 1970s–1980s AI)

  2. Explain the second AI winter (high costs + hardware failure)

  3. Highlight key milestone: 1997 IBM Deep Blue beats chess champion

Deep Learning Revolution (2010s)

  1. Introduce 2012 AlexNet: the start of the deep learning boom

  2. Explain 2016 AlphaGo: breakthrough in complex intelligent decision-making

  3. List 3 driving forces: big data, GPU computing power, advanced algorithms

Modern Generative AI & Future Ethics

  1. Show typical generative AI tools (ChatGPT, DALL-E) and their real-world uses

  2. Briefly explain 3 key ethical issues: bias, privacy, misinformation

  3. Lead a 1-minute quick discussion: responsible AI development

Fundamentals of Sound and Audio

  1. Open the ppt: https://open.maic.chat/classroom/R7kBe9txTi

  2. ASR ppt: https://open.maic.chat/classroom/f7rMuOJmpp

  3. TTS ppt: https://open.maic.chat/classroom/ucfIhA57AB

Activity 1 Finish the presentation for the STEAM project

  1. Demonstrate the poster and the PPT,give the presentation for group project.


AI Notes