Cool_Tools/Retrieval-based-Voice-Conversion-WebUI
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Code Releases Wiki Activity

add is_half argument to extract_feature_print.py (#1683)

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* for GTX1650

* testing torch-profiler

* no more profiler & change default audio

* longer slice

* fluid container

* cache rmvpe and ui tweaks

* get my changes back after merge

* format code

* only load rmvpe when necessary

* fix rmvpe & config bug

* fix is_half again

* manual sync with upstream

* revert other changes for pull request
This commit is contained in:
Zzzyt 2024-01-11 21:40:34 +08:00 committed by GitHub
parent f3281d1e37
commit c2ab680e18
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5 changed files with 13 additions and 11 deletions
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2
.github/workflows/unitest.yml vendored
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@ -33,4 +33,4 @@ jobs:
python infer/modules/train/preprocess.py logs/mute/0_gt_wavs 48000 8 logs/mi-test True 3.7
touch logs/mi-test/extract_f0_feature.log
python infer/modules/train/extract/extract_f0_print.py logs/mi-test $(nproc) pm
python infer/modules/train/extract_feature_print.py cpu 1 0 0 logs/mi-test v1
python infer/modules/train/extract_feature_print.py cpu 1 0 0 logs/mi-test v1 True

2
Retrieval_based_Voice_Conversion_WebUI.ipynb
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@ -290,7 +290,7 @@
"\n",
"!python3 extract_f0_print.py logs/{MODELNAME} {THREADCOUNT} {ALGO}\n",
"\n",
"!python3 extract_feature_print.py cpu 1 0 0 logs/{MODELNAME}"
"!python3 extract_feature_print.py cpu 1 0 0 logs/{MODELNAME} True"
]
},
{

2
Retrieval_based_Voice_Conversion_WebUI_v2.ipynb
View File

@ -309,7 +309,7 @@
"\n",
"!python3 extract_f0_print.py logs/{MODELNAME} {THREADCOUNT} {ALGO}\n",
"\n",
"!python3 extract_feature_print.py cpu 1 0 0 logs/{MODELNAME}"
"!python3 extract_feature_print.py cpu 1 0 0 logs/{MODELNAME} True"
]
},
{

3
infer-web.py
View File

@ -344,7 +344,7 @@ def extract_f0_feature(gpus, n_p, f0method, if_f0, exp_dir, version19, gpus_rmvp
ps = []
for idx, n_g in enumerate(gpus):
cmd = (
'"%s" infer/modules/train/extract_feature_print.py %s %s %s %s "%s/logs/%s" %s'
'"%s" infer/modules/train/extract_feature_print.py %s %s %s %s "%s/logs/%s" %s %s'
% (
config.python_cmd,
config.device,
@ -354,6 +354,7 @@ def extract_f0_feature(gpus, n_p, f0method, if_f0, exp_dir, version19, gpus_rmvp
now_dir,
exp_dir,
version19,
config.is_half,
)
)
logger.info(cmd)

13
infer/modules/train/extract_feature_print.py
View File

@ -8,14 +8,16 @@ os.environ["PYTORCH_MPS_HIGH_WATERMARK_RATIO"] = "0.0"
device = sys.argv[1]
n_part = int(sys.argv[2])
i_part = int(sys.argv[3])
if len(sys.argv) == 6:
if len(sys.argv) == 7:
exp_dir = sys.argv[4]
version = sys.argv[5]
is_half = bool(sys.argv[6])
else:
i_gpu = sys.argv[4]
exp_dir = sys.argv[5]
os.environ["CUDA_VISIBLE_DEVICES"] = str(i_gpu)
version = sys.argv[6]
is_half = bool(sys.argv[7])
import fairseq
import numpy as np
import soundfile as sf
@ -91,8 +93,9 @@ models, saved_cfg, task = fairseq.checkpoint_utils.load_model_ensemble_and_task(
model = models[0]
model = model.to(device)
printt("move model to %s" % device)
if device not in ["mps", "cpu"]:
model = model.half()
if is_half:
if device not in ["mps", "cpu"]:
model = model.half()
model.eval()
todo = sorted(list(os.listdir(wavPath)))[i_part::n_part]
@ -113,9 +116,7 @@ else:
feats = readwave(wav_path, normalize=saved_cfg.task.normalize)
padding_mask = torch.BoolTensor(feats.shape).fill_(False)
inputs = {
"source": feats.half().to(device)
if device not in ["mps", "cpu"]
else feats.to(device),
"source": feats.half().to(device) if is_half and device not in ["mps", "cpu"] else feats.to(device),
"padding_mask": padding_mask.to(device),
"output_layer": 9 if version == "v1" else 12, # layer 9
}