Yeshiwas1985/Computer-Commands-and-Control-Model-Using-Amharic_voice_commands--in-CNN-and-LSTM-Algorithms

# Computer Commands and Contro Model Using Amharic_voice_commands in CNN and LSTM Algorithms ## This repository about building a model that can recognizes computer commands in amharic voice ## The model is build in 40 different commands: | Amharic command | English equivalent | Amharic command | English equivalent | Amharic command | English equivalent | |---|---|---|---|---|---| | 1. ሁሉንም ምረጥ | Select all | 15. በቀን ደርድር | Sort-by-date | 29. ወደቀኝ ተጓዝ | Move to the right | | 2. ለጥፍ | Paste | 16. ኖትፓድ ክፈት | Open notepad | 30. ዝጋ | Close | | 3. ሙዚቃ ክፈት | Open a music | 17. ኖትፓድ ዝጋ | Close notepad | 31. ዩቱብ ክፈት | Open youtube | | 4. ሙዚቃ ዝጋ | Close a music |18. አሰይፍ | Make it italic | 32. ደግመህ ስራ | Redo | | 5. ምረጥ | Select |19. አሳንስ | Minimize | 33. ድምቀት ቀንስ | Decrease a brightness | | 6. ቀልብስ | Undo | 20. አሳድግ | Maximize | 34. ድምቀት ጨምር | Increase a brightness | | 7. ቀዳሚ | Previous | 21. አስምርበት | Make it underline | 35. ድምጽ ቀንስ | Decrease a volume | | 8.ቀጣይ | Next | 22. አስቀምጥ | Save | 36. ድምጽ ጨምር | Increase a volume | | 9. ቁረጥ | Cut | 23. አትም | Print | 37. ጎግል ክፈት | Open a google | | 10. ቅንብሩን ክፈት | Open the setting |24. አዲስ ክፈት | Open new | 38. ጠቅ አድርግ | click | | 11. ቅዳ | Copy | 25. አድምቅ | Make it bold | 39. ፎቶ ክፈት | Open a photo | | 12. ቆልፍ | Lock | 26. አድስ | Refresh | 40. ፎቶ ዝጋ | Close a photo | | 13. በመጠን ደርድር | Sort-by-size | 27. ካሜራ ክፈት | Open the camera | | | | 14. በስም ደርድር |Sort-by-name | 28. ካሜራ ዝጋ | Close the camera | | | ## Data Collection: To develop a model, the required type of data is audio or voice. The voice data is collected using smartphones via voice recorder applications. The built model is speaker-independent, which means it can recognize speech commands regardless of the speaker. So, to solve acoustic-related problems (such as accents and pronunciations), the voices are collected from 35 different Amharic language speakers (20 males …