2023-08-19 12:56:43 +02:00
|
|
|
import os
|
|
|
|
|
|
|
|
|
|
from fairseq import checkpoint_utils
|
|
|
|
|
|
2023-08-31 11:51:55 +02:00
|
|
|
### don't modify the code before you test it
|
|
|
|
|
# def get_index_path_from_model(sid):
|
|
|
|
|
# return next(
|
|
|
|
|
# (
|
|
|
|
|
# f
|
|
|
|
|
# for f in [
|
|
|
|
|
# os.path.join(root, name)
|
|
|
|
|
# for root, dirs, files in os.walk(os.getenv("index_root"), topdown=False)
|
|
|
|
|
# for name in files
|
|
|
|
|
# if name.endswith(".index") and "trained" not in name
|
|
|
|
|
# ]
|
|
|
|
|
# if sid.split(".")[0] in f
|
|
|
|
|
# ),
|
|
|
|
|
# "",
|
|
|
|
|
# )
|
2023-08-19 12:56:43 +02:00
|
|
|
|
|
|
|
|
def get_index_path_from_model(sid):
|
2023-08-31 11:51:55 +02:00
|
|
|
sel_index_path = ""
|
|
|
|
|
name = os.path.join("logs", sid.split(".")[0], "")
|
|
|
|
|
# print(name)
|
|
|
|
|
for f in index_paths:
|
|
|
|
|
if name in f:
|
|
|
|
|
# print("selected index path:", f)
|
|
|
|
|
sel_index_path = f
|
|
|
|
|
break
|
|
|
|
|
return sel_index_path
|
2023-08-19 12:56:43 +02:00
|
|
|
|
|
|
|
|
def load_hubert(config):
|
|
|
|
|
models, _, _ = checkpoint_utils.load_model_ensemble_and_task(
|
|
|
|
|
["assets/hubert/hubert_base.pt"],
|
|
|
|
|
suffix="",
|
|
|
|
|
)
|
|
|
|
|
hubert_model = models[0]
|
|
|
|
|
hubert_model = hubert_model.to(config.device)
|
|
|
|
|
if config.is_half:
|
|
|
|
|
hubert_model = hubert_model.half()
|
|
|
|
|
else:
|
|
|
|
|
hubert_model = hubert_model.float()
|
|
|
|
|
return hubert_model.eval()
|
