Machine Learning Applied to Speech Technology and Autonomous Agents
UEF Summer School, 2018

The lectures will take place in AU100 (Aurora building) and the practicals will be held in MP102/MP103 (Metria building).

  MON 13.8 TUE 14.8 WED 15.8 THU 16.8 FRI 17.8
9:00 - 9:45   Kinnunen: Speech basics, automatic speaker verification Kato: Automatic speech recognition Kyrki: Reinforcement Learning Intro Hautamäki: Deep RL
9:50 - 10:35 Kinnunen & Hautamäki: Introduction Kinnunen: Speech basics, automatic speaker verification Kato: Speech enhancement Kyrki: Reinforcement Learning Intro Hautamäki: Deep RL
10:35 - 10:50 Coffee break Coffee break Coffee break Coffee break Coffee break
10:50 - 11:35 Kinnunen: Machine learning basics Sahidullah: i-vectors and x-vectors Ribas: Realism in speech processing Kyrki: Reinforcement Learning Ghadirzadeh: Deep RL for robotics
11:40 - 12.25 Mehtätalo: Linear mixed models Sahidullah: i-vectors and x-vectors Ribas: Realism in speech processing Kyrki: Reinforcement Learning Ghadirzadeh: Deep RL for robotics
12:25 - 13:30 Lunch break Lunch break Lunch break Lunch break Lunch break
13:30 - 14:15 Hautamäki: Deep learning basics Kinnunen & Sahidullah: Anti-spoofing for automatic speaker verification Hanilci: Audio steganalysis Practicals Practicals
14:20 - 15:05 Hautamäki: Deep learning basics Practicals Hanilci: Audio steganalysis Practicals Practicals
15:05 - 15:20 Coffee break Coffee break Coffee break Coffee break Coffee break
15:20 - 16:05 Hautamäki: Deep learning basics Practicals Gonzalez Hautamäki: Speech perception Practicals Practicals
16:10 - 16:55   Practicals   Practicals Practicals
           
17:00- Guided bus tour in the city of Joensuu        
18:00-     Finnish baseball match Sauna evening  

 

Saturday 18.8. at 10:00 – 17:00: Daytrip to Koli national park

 

Schedule of the second week (20-24 August 2018)

  MON 20.8 TUE 21.8 WED 22.8 THU 23.8 FRI 24.8
10:00 - 12:00 Project work tutoring session (MP103) Project work tutoring session (MP103) Project work tutoring session (MP103) Project work tutoring session (MP103) Project work presentations (MP103)
12:00 - 14:00         Project work presentations (MP103)
           
18:00- Frisbeegolf   Baking Finnish delicacies    
19:00-         Farewell dinner