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Android & AI Tools for Dolphin Communication
- 1. Android & AI Tools for Dolphin Communication Serge Masse 2017
- 2. Contents Ask questions 1. Introduction: evidence, purpose 2. Target Tool 3. Other Tools 4. Main Phases 5. History
- 3. Evidence Screen shots and recordings AguaSonic.com Soundcloud.com file:///storage/emulated/0/Download/178238_aguasonic_complex.wav
- 4. Why? Hasn't someone done that already? Long term purpose: beneficial for all, for cetaceans and people Short term objective: try to help you continue the work
- 5. Target System: Dolphin Communicator Phase 1 in progress https://goo.gl/6cXOpU
- 6. Signal Recognition AI Level 1 Diagram image with ML model
- 7. Levels of Recognition Examples 1. Signal - current version 2. Multiple signals 3. Series of multiple signals, interaction sequences 4. Meta, context, meaning
- 8. Future Features Communicator Tool Acoustic features, ex. Freq range Better on-shore analysis Exchange between teams Recognition levels Species (80) Network, teams, public Medical application Academic experiment designs
- 9. Design Decisions Fundamental Emit what we receive, recognize what we emit Voltage sampling rate Frequency sampling rate First series for whistles only Portable, underwater Off the shelf, inexpensive Tools for others, not for self
- 10. Constraints Severe Real-time, and near real-time Max 3 threads on current mobiles Freq sampling Voltage sampling Built-in/External mic, Emitter Device memory No internet underwater Resources ⏳ $
- 11. Assumptions Everything is an assumption Access to free dolphins Free dolphins interested enough Existing data applicable to ML, and long data collection phase Sufficient resources Ineffective opposition
- 12. Other Tools Surface & Underwater Collect & analyse data from other sources Analyse data from communication sessions Data exchange Graphics Video analysis Medical support Execute dolphin commands
- 13. Development Phases The sea is the limit Proof of concept, soon in gitlab Versions of communicator tool, models Network, teams Academia Medical use
- 14. History Selected Dr J. C. Lilly 1955-80 Robert Cheney, USCG, 1963 Dr Dwight (Wayne) Batteau, 1964 K. Ekstrom, 1970+ Dr L. Herman 1980+ Dr D. Reiss ‘80+ Dr D. Herzing, ‘85+ wilddolphinproject.org Mark Fischer, www.aguasonic.com Fabrice Schnöller, www.darewin.org