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Summary
I am trying to extract audio features for the Clotho dataset evaluation examples. However, when I try model.get_audio_embedding_from_filelist and model.get_audio_embedding_from_data I get two different errors.
import laion_clap
from glob import glob
import ipdb
from tqdm import tqdm
import librosa
model = laion_clap.CLAP_Module(enable_fusion=False)
model.load_ckpt()
print(model)
audio_embeddings = []
clotho_eval_path = '/clotho/development/'
audio_files = glob(f'{clotho_eval_path}*.wav')
for audio_file in tqdm(audio_files):
try:
audio_data, _ = librosa.load(audio_file, sr=48000) # sample rate should be 48000
audio_data = audio_data.reshape(1, -1) #Make it (1,T) or (N,T)
audio_embed = model.get_audio_embedding_from_data(x = audio_data, use_tensor=False) # ERROR
except Exception as e:
print("ERROR1:", e)
try:
audio_embed = model.get_audio_embedding_from_filelist(x = audio_file, use_tensor=False) #ALSO ERRROR
except Exception as e:
print("ERROR2:", e)
audio_embeddings.append(audio_embed)
And the errors I am getting:
ERROR1: GET was unable to find an engine to execute this computation
ERROR2: /anaconda3/envs/MPD2/lib/python3.8/site-packages/laion_clap/hook.py:137: UserWarning: PySoundFile failed. Trying audioread instead.
audio_waveform, _ = librosa.load(f, sr=48000)
/anaconda3/envs/MPD2/lib/python3.8/site-packages/librosa/core/audio.py:184: FutureWarning: librosa.core.audio.__audioread_load
Deprecated as of librosa version 0.10.0.
It will be removed in librosa version 1.0.
y, sr_native = __audioread_load(path, offset, duration, dtype)
IsADirectoryError: [Errno 21] Is a directory: '/'
Summary
I am trying to extract audio features for the Clotho dataset evaluation examples. However, when I try
model.get_audio_embedding_from_filelist
andmodel.get_audio_embedding_from_data
I get two different errors.Code For Reproducing
Downloaded Clotho dataset from https://zenodo.org/record/3490684
And the errors I am getting:
Requirement Versions
librosa 0.10.0
torchlibrosa 0.1.0
transformers 4.30.0
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