Please provide a pretrained model of some sorts

[ashupednekar]

It is not possible to download such a huge dataset for those with limited bandwidth. It would be great if there were a pre-trained model available.

[andrewMpapalika]

Hi @ashupednekar

In my case I changed the cell above the "load_model(model_path)" cell to

model_path = '../models/n_seconds/siamese__nseconds_3.0__filters_32__embed_64__drop_0.05__r_0.hdf5'

and downloaded the model file from
https://github.com/oscarknagg/voicemap/tree/master/models/n_seconds

I save the downloaded file to "../models/n_seconds/" and I was able to run the model without a problem. If you haven't tried the above, please try it to see if it works for you.

Thanks,
Andrew

[celikmustafa89]

Hi @ashupednekar

In my case I changed the cell above the "load_model(model_path)" cell to

model_path = '../models/n_seconds/siamese__nseconds_3.0__filters_32__embed_64__drop_0.05__r_0.hdf5'

and downloaded the model file from
https://github.com/oscarknagg/voicemap/tree/master/models/n_seconds

I save the downloaded file to "../models/n_seconds/" and I was able to run the model without a problem. If you haven't tried the above, please try it to see if it works for you.

Thanks,
Andrew

i did the same thing it is not working having following error "bad marshall" something

Please use rateinstead ofkeep_prob. Rate should be set to rate = 1 - keep_prob`.
Traceback (most recent call last):
File "/usr/local/lib/python3.7/site-packages/keras/utils/generic_utils.py", line 231, in func_load
code = marshal.loads(raw_code)
ValueError: bad marshal data (unknown type code)

During handling of the above exception, another exception occurred:

Traceback (most recent call last):
File "/Users/mustafacelik/PycharmProjects/voicemap/mustafa.py", line 16, in
siamese = load_model(model_path)
File "/usr/local/lib/python3.7/site-packages/keras/engine/saving.py", line 260, in load_model
model = model_from_config(model_config, custom_objects=custom_objects)
File "/usr/local/lib/python3.7/site-packages/keras/engine/saving.py", line 334, in model_from_config
return deserialize(config, custom_objects=custom_objects)
File "/usr/local/lib/python3.7/site-packages/keras/layers/init.py", line 55, in deserialize
printable_module_name='layer')
File "/usr/local/lib/python3.7/site-packages/keras/utils/generic_utils.py", line 145, in deserialize_keras_object
list(custom_objects.items())))
File "/usr/local/lib/python3.7/site-packages/keras/engine/network.py", line 1017, in from_config
process_layer(layer_data)
File "/usr/local/lib/python3.7/site-packages/keras/engine/network.py", line 1003, in process_layer
custom_objects=custom_objects)
File "/usr/local/lib/python3.7/site-packages/keras/layers/init.py", line 55, in deserialize
printable_module_name='layer')
File "/usr/local/lib/python3.7/site-packages/keras/utils/generic_utils.py", line 145, in deserialize_keras_object
list(custom_objects.items())))
File "/usr/local/lib/python3.7/site-packages/keras/layers/core.py", line 730, in from_config
function = func_load(config['function'], globs=globs)
File "/usr/local/lib/python3.7/site-packages/keras/utils/generic_utils.py", line 235, in func_load
code = marshal.loads(raw_code)
ValueError: bad marshal data (unknown type code)`