makobouzu / FSD50KLabelClassification

FSD50KLabelClassification

Label classification script for FSD50K

Prepare

Check this Link Download zips

FSD50K.dev_audio.z01
FSD50K.dev_audio.z02
FSD50K.dev_audio.z03
FSD50K.dev_audio.z04
FSD50K.dev_audio.z05
FSD50K.dev_audio.zip
FSD50K.eval_audio.z01
FSD50K.eval_audio.zip
FSD50K.ground_truth.zip

Merge all the files into one zip file

zip -s 0 FSD50K.dev_audio.zip --out unsplit.zip
zip -s 0 FSD50K.eval_audio.zip --out unsplit2.zip

Unzip merged files

unzip unsplit.zip
unzip unsplit2.zip
unzip FSD50K.ground_truth.zip

---

Structure

• FSD50K.dev_audio
  • ---.wav
• FSD50K.eval_audio
  • ---.wav
• FSD50K.ground_truth
  • dev.csv
  • eval.csv
  • vocabulary.csv
• label_classification.py

---

Run

Create new folder & Copy sound files with labels

python label_classification.py FSD50K.ground_truth/dev.csv Human_Voice

• dev
  • Human_Voice
    • ---.wav

python label_classification.py FSD50K.ground_truth/dev.csv Car_passing_by

• dev
  • Human_Voice
    • ---.wav
  • Car_passing_by
    • ---.wav

python label_classification.py FSD50K.ground_truth/eval.csv Human_Voice

• dev
  • Human_Voice
    • ---.wav
  • Car_passing_by
    • ---.wav
• eval
  • Human_Voice
    • ---.wav