xtts-webui
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Published
20 hours ago •
daswer123
daswer123
Finetuning in webUI broken
New thread as its a different issue this time.
So I load the webui, Click on train In finetune model name I write commentator I drop my audio sample ont the audio input section and wait for it to upload. I click train.
I get this error:
Traceback (most recent call last):
File "H:\XTTS\xtts-webui\venv\lib\site-packages\gradio\queueing.py", line 489, in call_prediction
output = await route_utils.call_process_api(
File "H:\XTTS\xtts-webui\venv\lib\site-packages\gradio\route_utils.py", line 232, in call_process_api
output = await app.get_blocks().process_api(
File "H:\XTTS\xtts-webui\venv\lib\site-packages\gradio\blocks.py", line 1561, in process_api
result = await self.call_function(
File "H:\XTTS\xtts-webui\venv\lib\site-packages\gradio\blocks.py", line 1179, in call_function
prediction = await anyio.to_thread.run_sync(
File "H:\XTTS\xtts-webui\venv\lib\site-packages\anyio\to_thread.py", line 56, in run_sync
return await get_async_backend().run_sync_in_worker_thread(
File "H:\XTTS\xtts-webui\venv\lib\site-packages\anyio\_backends\_asyncio.py", line 2134, in run_sync_in_worker_thread
return await future
File "H:\XTTS\xtts-webui\venv\lib\site-packages\anyio\_backends\_asyncio.py", line 851, in run
result = context.run(func, *args)
File "H:\XTTS\xtts-webui\venv\lib\site-packages\gradio\utils.py", line 678, in wrapper
response = f(*args, **kwargs)
File "H:\XTTS\xtts-webui\modules\train.py", line 239, in train_xtts_model
shutil.copytree(str(ready_folder), str(
File "C:\Program Files\Python310\lib\shutil.py", line 556, in copytree
with os.scandir(src) as itr:
FileNotFoundError: [WinError 3] The system cannot find the path specified: 'finetuned_models\\commentator\\ready'
The folder does not exist.
If I click train again it creates the folder and proceeds and I get this error:
finetuned_models\commentator
>> DVAE weights restored from: H:\XTTS\xtts-webui\models\v2.0.2\dvae.pth
Traceback (most recent call last):
File "H:\XTTS\xtts-webui\modules\train.py", line 87, in train_model
speaker_xtts_path, config_path, original_xtts_checkpoint, vocab_file, exp_path, speaker_wav = train_gpt(
File "H:\XTTS\xtts-webui\scripts\utils\gpt_train.py", line 175, in train_gpt
train_samples, eval_samples = load_tts_samples(
File "H:\XTTS\xtts-webui\venv\lib\site-packages\TTS\tts\datasets\__init__.py", line 121, in load_tts_samples
assert len(meta_data_train) > 0, f" [!] No training samples found in {root_path}/{meta_file_train}"
AssertionError: [!] No training samples found in finetuned_models\commentator\dataset/metadata_train.csv
Traceback (most recent call last):
File "H:\XTTS\xtts-webui\venv\lib\site-packages\gradio\queueing.py", line 489, in call_prediction
output = await route_utils.call_process_api(
File "H:\XTTS\xtts-webui\venv\lib\site-packages\gradio\route_utils.py", line 232, in call_process_api
output = await app.get_blocks().process_api(
File "H:\XTTS\xtts-webui\venv\lib\site-packages\gradio\blocks.py", line 1561, in process_api
result = await self.call_function(
File "H:\XTTS\xtts-webui\venv\lib\site-packages\gradio\blocks.py", line 1179, in call_function
prediction = await anyio.to_thread.run_sync(
File "H:\XTTS\xtts-webui\venv\lib\site-packages\anyio\to_thread.py", line 56, in run_sync
return await get_async_backend().run_sync_in_worker_thread(
File "H:\XTTS\xtts-webui\venv\lib\site-packages\anyio\_backends\_asyncio.py", line 2134, in run_sync_in_worker_thread
return await future
File "H:\XTTS\xtts-webui\venv\lib\site-packages\anyio\_backends\_asyncio.py", line 851, in run
result = context.run(func, *args)
File "H:\XTTS\xtts-webui\venv\lib\site-packages\gradio\utils.py", line 678, in wrapper
response = f(*args, **kwargs)
File "H:\XTTS\xtts-webui\modules\train.py", line 245, in train_xtts_model
shutil.copy(speaker_reference_path, reference_destination)
File "C:\Program Files\Python310\lib\shutil.py", line 417, in copy
copyfile(src, dst, follow_symlinks=follow_symlinks)
File "C:\Program Files\Python310\lib\shutil.py", line 254, in copyfile
with open(src, 'rb') as fsrc:
FileNotFoundError: [Errno 2] No such file or directory: 'finetuned_models\\commentator\\ready\\reference.wav'
If i place a wav file called reference.wav in the folder I can proceed to the next error.
Existing language matches target language
Loading Whisper Model!
Existing training metadata found and loaded.
Existing evaluation metadata found and loaded.
Dataset Processed!
finetuned_models\commentator
>> DVAE weights restored from: H:\XTTS\xtts-webui\models\v2.0.2\dvae.pth
Traceback (most recent call last):
File "H:\XTTS\xtts-webui\modules\train.py", line 87, in train_model
speaker_xtts_path, config_path, original_xtts_checkpoint, vocab_file, exp_path, speaker_wav = train_gpt(
File "H:\XTTS\xtts-webui\scripts\utils\gpt_train.py", line 175, in train_gpt
train_samples, eval_samples = load_tts_samples(
File "H:\XTTS\xtts-webui\venv\lib\site-packages\TTS\tts\datasets\__init__.py", line 121, in load_tts_samples
assert len(meta_data_train) > 0, f" [!] No training samples found in {root_path}/{meta_file_train}"
AssertionError: [!] No training samples found in finetuned_models\commentator\dataset/metadata_train.csv
No idea past this point.
Metadata_train.csv just includes "audio_file|text|speaker_name"
Full log including the Git pull, installer run (to make sure requirements are installed) and all the errors:
Microsoft Windows [Version 10.0.22621.3007]
(c) Microsoft Corporation. All rights reserved.
H:\XTTS\xtts-webui>git pull
Already up to date.
H:\XTTS\xtts-webui>install.bat
Requirement already satisfied: gradio==4.13.0 in h:\xtts\xtts-webui\venv\lib\site-packages (from -r .\requirements.txt (line 1)) (4.13.0)
Requirement already satisfied: torch==2.1.1 in h:\xtts\xtts-webui\venv\lib\site-packages (from -r .\requirements.txt (line 2)) (2.1.1+cu118)
Requirement already satisfied: torchaudio==2.1.1 in h:\xtts\xtts-webui\venv\lib\site-packages (from -r .\requirements.txt (line 3)) (2.1.1+cu118)
Requirement already satisfied: faster_whisper==0.10.0 in h:\xtts\xtts-webui\venv\lib\site-packages (from -r .\requirements.txt (line 4)) (0.10.0)
Requirement already satisfied: tts>=0.22.0 in h:\xtts\xtts-webui\venv\lib\site-packages (from -r .\requirements.txt (line 5)) (0.22.0)
Requirement already satisfied: langid in h:\xtts\xtts-webui\venv\lib\site-packages (from -r .\requirements.txt (line 6)) (1.1.6)
Requirement already satisfied: noisereduce in h:\xtts\xtts-webui\venv\lib\site-packages (from -r .\requirements.txt (line 7)) (3.0.0)
Requirement already satisfied: pedalboard in h:\xtts\xtts-webui\venv\lib\site-packages (from -r .\requirements.txt (line 8)) (0.8.7)
Requirement already satisfied: pydub in h:\xtts\xtts-webui\venv\lib\site-packages (from -r .\requirements.txt (line 9)) (0.25.1)
Requirement already satisfied: ffmpeg-python in h:\xtts\xtts-webui\venv\lib\site-packages (from -r .\requirements.txt (line 10)) (0.2.0)
Requirement already satisfied: soundfile in h:\xtts\xtts-webui\venv\lib\site-packages (from -r .\requirements.txt (line 11)) (0.12.1)
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[notice] A new release of pip available: 22.2.1 -> 23.3.2
[notice] To update, run: python.exe -m pip install --upgrade pip
Looking in indexes: https://download.pytorch.org/whl/cu118
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[notice] A new release of pip available: 22.2.1 -> 23.3.2
[notice] To update, run: python.exe -m pip install --upgrade pip
Install deepspeed for windows for python 3.10.x and CUDA 11.8
Install complete.
Press any key to continue . . .
(venv) H:\XTTS\xtts-webui>start_xtts_webui.bat
2024-01-14 21:14:53.628 | INFO | xtts_webui:<module>:57 - Start loading model v2.0.2
2024-01-14 21:14:53.628 | INFO | xtts_webui:<module>:60 - this dir: H:\XTTS\xtts-webui
[2024-01-14 21:15:04,963] [INFO] [real_accelerator.py:158:get_accelerator] Setting ds_accelerator to cuda (auto detect)
[2024-01-14 21:15:05,143] torch.distributed.elastic.multiprocessing.redirects: [WARNING] NOTE: Redirects are currently not supported in Windows or MacOs.
[2024-01-14 21:15:05,325] [INFO] [logging.py:96:log_dist] [Rank -1] DeepSpeed info: version=0.11.2+unknown, git-hash=unknown, git-branch=unknown
[2024-01-14 21:15:05,326] [WARNING] [config_utils.py:69:_process_deprecated_field] Config parameter replace_method is deprecated. This parameter is no longer needed, please remove from your call to DeepSpeed-inference
[2024-01-14 21:15:05,326] [WARNING] [config_utils.py:69:_process_deprecated_field] Config parameter mp_size is deprecated use tensor_parallel.tp_size instead
[2024-01-14 21:15:05,327] [INFO] [logging.py:96:log_dist] [Rank -1] quantize_bits = 8 mlp_extra_grouping = False, quantize_groups = 1
[2024-01-14 21:15:05,520] [INFO] [logging.py:96:log_dist] [Rank -1] DeepSpeed-Inference config: {'layer_id': 0, 'hidden_size': 1024, 'intermediate_size': 4096, 'heads': 16, 'num_hidden_layers': -1, 'dtype': torch.float32, 'pre_layer_norm': True, 'norm_type': <NormType.LayerNorm: 1>, 'local_rank': -1, 'stochastic_mode': False, 'epsilon': 1e-05, 'mp_size': 1, 'scale_attention': True, 'triangular_masking': True, 'local_attention': False, 'window_size': 1, 'rotary_dim': -1, 'rotate_half': False, 'rotate_every_two': True, 'return_tuple': True, 'mlp_after_attn': True, 'mlp_act_func_type': <ActivationFuncType.GELU: 1>, 'specialized_mode': False, 'training_mp_size': 1, 'bigscience_bloom': False, 'max_out_tokens': 1024, 'min_out_tokens': 1, 'scale_attn_by_inverse_layer_idx': False, 'enable_qkv_quantization': False, 'use_mup': False, 'return_single_tuple': False, 'set_empty_params': False, 'transposed_mode': False, 'use_triton': False, 'triton_autotune': False, 'num_kv': -1, 'rope_theta': 10000}
2024-01-14 21:15:05.974 | INFO | scripts.tts_funcs:load_model:99 - Pre-create latents for all current speakers
2024-01-14 21:15:05.975 | INFO | scripts.tts_funcs:get_or_create_latents:173 - creating latents for calm_female: speakers/calm_female.wav
H:\XTTS\xtts-webui\venv\lib\site-packages\torchaudio\functional\functional.py:147: UserWarning: Specified kernel cache directory could not be created! This disables kernel caching. Specified directory is temp/torch/kernels. This warning will appear only once per process. (Triggered internally at ..\aten\src\ATen\native\cuda\jit_utils.cpp:1444.)
return spec_f.abs().pow(power)
2024-01-14 21:15:07.326 | INFO | scripts.tts_funcs:get_or_create_latents:173 - creating latents for davidatt: speakers/davidatt.wav
2024-01-14 21:15:07.456 | INFO | scripts.tts_funcs:get_or_create_latents:173 - creating latents for female: speakers/female.wav
2024-01-14 21:15:07.544 | INFO | scripts.tts_funcs:get_or_create_latents:173 - creating latents for male: speakers/male.wav
2024-01-14 21:15:07.623 | INFO | scripts.tts_funcs:get_or_create_latents:173 - creating latents for MorganFreeman: speakers/MorganFreeman.wav
2024-01-14 21:15:07.721 | INFO | scripts.tts_funcs:get_or_create_latents:173 - creating latents for NarratorNew: ['speakers/NarratorNew\\reference.wav']
2024-01-14 21:15:07.790 | INFO | scripts.tts_funcs:create_latents_for_all:187 - Latents created for all 6 speakers.
2024-01-14 21:15:07.790 | INFO | scripts.tts_funcs:load_model:103 - Model successfully loaded
Running on local URL: http://127.0.0.1:8010
To create a public link, set `share=True` in `launch()`.
2024-01-14 21:17:32.187 | INFO | scripts.tts_funcs:unload_model:79 - Model unloaded
Warning, existing language does not match target language. Updated lang.txt with target language.
Loading Whisper Model!
The sum of the duration of the audios that you provided should be at least 2 minutes!
finetuned_models\commentator
Traceback (most recent call last):
File "H:\XTTS\xtts-webui\venv\lib\site-packages\gradio\queueing.py", line 489, in call_prediction
output = await route_utils.call_process_api(
File "H:\XTTS\xtts-webui\venv\lib\site-packages\gradio\route_utils.py", line 232, in call_process_api
output = await app.get_blocks().process_api(
File "H:\XTTS\xtts-webui\venv\lib\site-packages\gradio\blocks.py", line 1561, in process_api
result = await self.call_function(
File "H:\XTTS\xtts-webui\venv\lib\site-packages\gradio\blocks.py", line 1179, in call_function
prediction = await anyio.to_thread.run_sync(
File "H:\XTTS\xtts-webui\venv\lib\site-packages\anyio\to_thread.py", line 56, in run_sync
return await get_async_backend().run_sync_in_worker_thread(
File "H:\XTTS\xtts-webui\venv\lib\site-packages\anyio\_backends\_asyncio.py", line 2134, in run_sync_in_worker_thread
return await future
File "H:\XTTS\xtts-webui\venv\lib\site-packages\anyio\_backends\_asyncio.py", line 851, in run
result = context.run(func, *args)
File "H:\XTTS\xtts-webui\venv\lib\site-packages\gradio\utils.py", line 678, in wrapper
response = f(*args, **kwargs)
File "H:\XTTS\xtts-webui\modules\train.py", line 239, in train_xtts_model
shutil.copytree(str(ready_folder), str(
File "C:\Program Files\Python310\lib\shutil.py", line 556, in copytree
with os.scandir(src) as itr:
FileNotFoundError: [WinError 3] The system cannot find the path specified: 'finetuned_models\\commentator\\ready'
2024-01-14 21:23:12.341 | INFO | scripts.tts_funcs:unload_model:79 - Model unloaded
Existing language matches target language
Loading Whisper Model!
Existing training metadata found and loaded.
Existing evaluation metadata found and loaded.
Dataset Processed!
finetuned_models\commentator
>> DVAE weights restored from: H:\XTTS\xtts-webui\models\v2.0.2\dvae.pth
Traceback (most recent call last):
File "H:\XTTS\xtts-webui\modules\train.py", line 87, in train_model
speaker_xtts_path, config_path, original_xtts_checkpoint, vocab_file, exp_path, speaker_wav = train_gpt(
File "H:\XTTS\xtts-webui\scripts\utils\gpt_train.py", line 175, in train_gpt
train_samples, eval_samples = load_tts_samples(
File "H:\XTTS\xtts-webui\venv\lib\site-packages\TTS\tts\datasets\__init__.py", line 121, in load_tts_samples
assert len(meta_data_train) > 0, f" [!] No training samples found in {root_path}/{meta_file_train}"
AssertionError: [!] No training samples found in finetuned_models\commentator\dataset/metadata_train.csv
Traceback (most recent call last):
File "H:\XTTS\xtts-webui\venv\lib\site-packages\gradio\queueing.py", line 489, in call_prediction
output = await route_utils.call_process_api(
File "H:\XTTS\xtts-webui\venv\lib\site-packages\gradio\route_utils.py", line 232, in call_process_api
output = await app.get_blocks().process_api(
File "H:\XTTS\xtts-webui\venv\lib\site-packages\gradio\blocks.py", line 1561, in process_api
result = await self.call_function(
File "H:\XTTS\xtts-webui\venv\lib\site-packages\gradio\blocks.py", line 1179, in call_function
prediction = await anyio.to_thread.run_sync(
File "H:\XTTS\xtts-webui\venv\lib\site-packages\anyio\to_thread.py", line 56, in run_sync
return await get_async_backend().run_sync_in_worker_thread(
File "H:\XTTS\xtts-webui\venv\lib\site-packages\anyio\_backends\_asyncio.py", line 2134, in run_sync_in_worker_thread
return await future
File "H:\XTTS\xtts-webui\venv\lib\site-packages\anyio\_backends\_asyncio.py", line 851, in run
result = context.run(func, *args)
File "H:\XTTS\xtts-webui\venv\lib\site-packages\gradio\utils.py", line 678, in wrapper
response = f(*args, **kwargs)
File "H:\XTTS\xtts-webui\modules\train.py", line 245, in train_xtts_model
shutil.copy(speaker_reference_path, reference_destination)
File "C:\Program Files\Python310\lib\shutil.py", line 417, in copy
copyfile(src, dst, follow_symlinks=follow_symlinks)
File "C:\Program Files\Python310\lib\shutil.py", line 254, in copyfile
with open(src, 'rb') as fsrc:
FileNotFoundError: [Errno 2] No such file or directory: 'finetuned_models\\commentator\\ready\\reference.wav'
2024-01-14 21:24:54.746 | INFO | scripts.tts_funcs:unload_model:79 - Model unloaded
Existing language matches target language
Loading Whisper Model!
Existing training metadata found and loaded.
Existing evaluation metadata found and loaded.
Dataset Processed!
finetuned_models\commentator
>> DVAE weights restored from: H:\XTTS\xtts-webui\models\v2.0.2\dvae.pth
Traceback (most recent call last):
File "H:\XTTS\xtts-webui\modules\train.py", line 87, in train_model
speaker_xtts_path, config_path, original_xtts_checkpoint, vocab_file, exp_path, speaker_wav = train_gpt(
File "H:\XTTS\xtts-webui\scripts\utils\gpt_train.py", line 175, in train_gpt
train_samples, eval_samples = load_tts_samples(
File "H:\XTTS\xtts-webui\venv\lib\site-packages\TTS\tts\datasets\__init__.py", line 121, in load_tts_samples
assert len(meta_data_train) > 0, f" [!] No training samples found in {root_path}/{meta_file_train}"
AssertionError: [!] No training samples found in finetuned_models\commentator\dataset/metadata_train.csv
Traceback (most recent call last):
File "H:\XTTS\xtts-webui\venv\lib\site-packages\gradio\queueing.py", line 489, in call_prediction
output = await route_utils.call_process_api(
File "H:\XTTS\xtts-webui\venv\lib\site-packages\gradio\route_utils.py", line 232, in call_process_api
output = await app.get_blocks().process_api(
File "H:\XTTS\xtts-webui\venv\lib\site-packages\gradio\blocks.py", line 1561, in process_api
result = await self.call_function(
File "H:\XTTS\xtts-webui\venv\lib\site-packages\gradio\blocks.py", line 1179, in call_function
prediction = await anyio.to_thread.run_sync(
File "H:\XTTS\xtts-webui\venv\lib\site-packages\anyio\to_thread.py", line 56, in run_sync
return await get_async_backend().run_sync_in_worker_thread(
File "H:\XTTS\xtts-webui\venv\lib\site-packages\anyio\_backends\_asyncio.py", line 2134, in run_sync_in_worker_thread
return await future
File "H:\XTTS\xtts-webui\venv\lib\site-packages\anyio\_backends\_asyncio.py", line 851, in run
result = context.run(func, *args)
File "H:\XTTS\xtts-webui\venv\lib\site-packages\gradio\utils.py", line 678, in wrapper
response = f(*args, **kwargs)
File "H:\XTTS\xtts-webui\modules\train.py", line 245, in train_xtts_model
shutil.copy(speaker_reference_path, reference_destination)
File "C:\Program Files\Python310\lib\shutil.py", line 417, in copy
copyfile(src, dst, follow_symlinks=follow_symlinks)
File "C:\Program Files\Python310\lib\shutil.py", line 254, in copyfile
with open(src, 'rb') as fsrc:
FileNotFoundError: [Errno 2] No such file or directory: 'finetuned_models\\commentator\\ready\\reference.wav'
2024-01-14 21:28:26.131 | INFO | scripts.tts_funcs:unload_model:79 - Model unloaded
Existing language matches target language
Loading Whisper Model!
Existing training metadata found and loaded.
Existing evaluation metadata found and loaded.
Dataset Processed!
finetuned_models\commentator
>> DVAE weights restored from: H:\XTTS\xtts-webui\models\v2.0.2\dvae.pth
Traceback (most recent call last):
File "H:\XTTS\xtts-webui\modules\train.py", line 87, in train_model
speaker_xtts_path, config_path, original_xtts_checkpoint, vocab_file, exp_path, speaker_wav = train_gpt(
File "H:\XTTS\xtts-webui\scripts\utils\gpt_train.py", line 175, in train_gpt
train_samples, eval_samples = load_tts_samples(
File "H:\XTTS\xtts-webui\venv\lib\site-packages\TTS\tts\datasets\__init__.py", line 121, in load_tts_samples
assert len(meta_data_train) > 0, f" [!] No training samples found in {root_path}/{meta_file_train}"
AssertionError: [!] No training samples found in finetuned_models\commentator\dataset/metadata_train.csv
