Commit Graph

4 Commits

Author SHA1 Message Date
Joel Mathew Thomas d0f6c8c77a disable cuda for classify.py 2024-12-26 16:30:19 +05:30
Joel Mathew Thomas e4abb070db Implement audio classification function using YAMNet
- Create a function to load audio, resample, and classify using YAMNet
- Ensure compatibility with different audio formats and sample rates
- Normalize audio and classify it into one of 600 categories
2024-12-26 00:58:53 +05:30
Joel Mathew Thomas cbebf7bd93 Remove unnecessary libraries and replace with librosa
- Removed unused imports for  and
- Replaced  resampling with  for waveform handling
2024-12-26 00:49:10 +05:30
Joel Mathew Thomas 1ddbbadfc8 Integrate YAMNet for audio classification
- Added sample audio files: cafe_crowd_talk.wav, miaow_16k.wav, and speech_whistling2.wav
- Implemented YAMNet-based audio classification in classify.py
- Updated requirements.txt to include TensorFlow and dependencies for YAMNet
2024-12-26 00:41:23 +05:30