├── .gitignore ├── 01-save-trimmed-wavs.py ├── 02-compute-mel-specs.py ├── 03-compute-summary-feats.py ├── 04-pca.py ├── 05-ten-folds.py ├── 06-train-model-only-mel.py ├── 07-train-model-mel-and-pca.py ├── 08-generate-predictions.py ├── LICENSE ├── README.md ├── approaches_all.md ├── mel_and_pca_model_funcs.py ├── mel_model_funcs.py ├── requirements.txt ├── run_all.sh ├── setup.cfg ├── summary_feats_funcs.py └── utils.py /.gitignore: -------------------------------------------------------------------------------- 1 | .env 2 | data 3 | __pycache__ 4 | model_outs 5 | -------------------------------------------------------------------------------- /01-save-trimmed-wavs.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sainathadapa/kaggle-freesound-audio-tagging/HEAD/01-save-trimmed-wavs.py -------------------------------------------------------------------------------- /02-compute-mel-specs.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sainathadapa/kaggle-freesound-audio-tagging/HEAD/02-compute-mel-specs.py -------------------------------------------------------------------------------- /03-compute-summary-feats.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sainathadapa/kaggle-freesound-audio-tagging/HEAD/03-compute-summary-feats.py -------------------------------------------------------------------------------- /04-pca.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sainathadapa/kaggle-freesound-audio-tagging/HEAD/04-pca.py -------------------------------------------------------------------------------- /05-ten-folds.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sainathadapa/kaggle-freesound-audio-tagging/HEAD/05-ten-folds.py -------------------------------------------------------------------------------- /06-train-model-only-mel.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sainathadapa/kaggle-freesound-audio-tagging/HEAD/06-train-model-only-mel.py -------------------------------------------------------------------------------- /07-train-model-mel-and-pca.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sainathadapa/kaggle-freesound-audio-tagging/HEAD/07-train-model-mel-and-pca.py -------------------------------------------------------------------------------- /08-generate-predictions.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sainathadapa/kaggle-freesound-audio-tagging/HEAD/08-generate-predictions.py -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sainathadapa/kaggle-freesound-audio-tagging/HEAD/LICENSE -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sainathadapa/kaggle-freesound-audio-tagging/HEAD/README.md -------------------------------------------------------------------------------- /approaches_all.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sainathadapa/kaggle-freesound-audio-tagging/HEAD/approaches_all.md -------------------------------------------------------------------------------- /mel_and_pca_model_funcs.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sainathadapa/kaggle-freesound-audio-tagging/HEAD/mel_and_pca_model_funcs.py -------------------------------------------------------------------------------- /mel_model_funcs.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sainathadapa/kaggle-freesound-audio-tagging/HEAD/mel_model_funcs.py -------------------------------------------------------------------------------- /requirements.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sainathadapa/kaggle-freesound-audio-tagging/HEAD/requirements.txt -------------------------------------------------------------------------------- /run_all.sh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sainathadapa/kaggle-freesound-audio-tagging/HEAD/run_all.sh -------------------------------------------------------------------------------- /setup.cfg: -------------------------------------------------------------------------------- 1 | [flake8] 2 | max-line-length = 120 3 | -------------------------------------------------------------------------------- /summary_feats_funcs.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sainathadapa/kaggle-freesound-audio-tagging/HEAD/summary_feats_funcs.py -------------------------------------------------------------------------------- /utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sainathadapa/kaggle-freesound-audio-tagging/HEAD/utils.py --------------------------------------------------------------------------------