I get an error. However, the error only seems to be with vggish, why is this so? Here's the error:
Traceback (most recent call last):
File "/home/th716/.conda/envs/fadtk_env/lib/python3.11/multiprocessing/pool.py", line 125, in worker
result = (True, func(*args, **kwds))
^^^^^^^^^^^^^^^^^^^
File "/home/th716/.conda/envs/fadtk_env/lib/python3.11/multiprocessing/pool.py", line 48, in mapstar
return list(map(*args))
^^^^^^^^^^^^^^^^
File "/home/th716/.conda/envs/fadtk_env/lib/python3.11/site-packages/fadtk/fad_batch.py", line 22, in _cache_embedding_batch
fad.cache_embedding_file(f)
File "/home/th716/.conda/envs/fadtk_env/lib/python3.11/site-packages/fadtk/fad.py", line 196, in cache_embedding_file
embd = self.ml.get_embedding(wav_data)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/home/th716/.conda/envs/fadtk_env/lib/python3.11/site-packages/fadtk/model_loader.py", line 32, in get_embedding
embd = self._get_embedding(audio)
^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/home/th716/.conda/envs/fadtk_env/lib/python3.11/site-packages/fadtk/model_loader.py", line 80, in _get_embedding
return self.model.forward(audio, self.sr)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/home/th716/.cache/torch/hub/harritaylor_torchvggish_master/torchvggish/vggish.py", line 174, in forward
x = VGG.forward(self, x)
^^^^^^^^^^^^^^^^^^^^
File "/home/th716/.cache/torch/hub/harritaylor_torchvggish_master/torchvggish/vggish.py", line 29, in forward
x = x.view(x.size(0), -1)
^^^^^^^^^^^^^^^^^^^^^
RuntimeError: cannot reshape tensor of 0 elements into shape [0, -1] because the unspecified dimension size -1 can be any value and is ambiguous
"""
The above exception was the direct cause of the following exception:
Traceback (most recent call last):
File "/home/th716/.conda/envs/fadtk_env/bin/fadtk", line 8, in <module>
sys.exit(main())
^^^^^^
File "/home/th716/.conda/envs/fadtk_env/lib/python3.11/site-packages/fadtk/__main__.py", line 41, in main
cache_embedding_files(d, model, workers=args.workers)
File "/home/th716/.conda/envs/fadtk_env/lib/python3.11/site-packages/fadtk/fad_batch.py", line 48, in cache_embedding_files
pool.map(_cache_embedding_batch, [(b, ml, kwargs) for b in batches])
File "/home/th716/.conda/envs/fadtk_env/lib/python3.11/multiprocessing/pool.py", line 367, in map
return self._map_async(func, iterable, mapstar, chunksize).get()
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/home/th716/.conda/envs/fadtk_env/lib/python3.11/multiprocessing/pool.py", line 774, in get
raise self._value
RuntimeError: cannot reshape tensor of 0 elements into shape [0, -1] because the unspecified dimension size -1 can be any value and is ambiguous
I've downloaded the latest version of the repo using
pip install git+https://github.com/microsoft/fadtk.git
However, when I go to run the command:
fadtk vggish dataset/one/ dataset/two/
I get an error. However, the error only seems to be with vggish, why is this so? Here's the error: