Skip to content
/ tfk-audio Public

Tools for TensorFlow/Keras audio recognition workflows

License

Notifications You must be signed in to change notification settings

rfcx/tfk-audio

Folders and files

NameName
Last commit message
Last commit date

Latest commit

 

History

56 Commits
 
 
 
 
 
 
 
 
 
 

Repository files navigation

tfk-audio package - v1.0

TensorFlow Keras Audio

Submodules

dataprep

Audio and spectrogram handling, e.g.:

from tfk_audio import dataprep

# load audio
wav, sr = dataprep.audio.load_wav('example.wav')

# load spectrogram
specgen = dataprep.spec.SpecGenerator(sample_rate = sr,
                                      stft_window_seconds = 0.05)
spec = specgen.wav_to_spec('example.wav')
spec = specgen.wav_to_spec(wav)

# create a spectrogram file for each .wav in a folder
specgen.process_folder('./tmp/')

# plot
specgen.plot_examples()

fit

To fill