""" This is an example using CLAPCAP for audio captioning. """ from CLAPWrapper import CLAPWrapper # Load and initialize CLAP weights_path = "weights_path" clap_model = CLAPWrapper(weights_path, version = 'clapcap', use_cuda=False) #Load audio files audio_files = ['audio_file'] # Generate captions for the recording captions = clap_model.generate_caption(audio_files, resample=True, beam_size=5, entry_length=67, temperature=0.01) # Print the result for i in range(len(audio_files)): print(f"Audio file: {audio_files[i]} \n") print(f"Generated caption: {captions[i]} \n") """ The output (the exact caption may vary): The birds are singing in the trees. """