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View Code? Open in Web Editor NEWText to Speech using Coqui TTS + RVC
License: MIT License
Text to Speech using Coqui TTS + RVC
License: MIT License
When attempting to execute the command "python -m uvicorn app.main:app," I diligently followed each of the steps as outlined. However, to my dismay, the execution resulted in an unexpected error being thrown.
/Users/flukexp/Desktop/arbius/TTS-RVC-API/.venv/lib/python3.10/site-packages/transformers/utils/generic.py:441: UserWarning: torch.utils._pytree._register_pytree_node is deprecated. Please use torch.utils._pytree.register_pytree_node instead.
_torch_pytree._register_pytree_node(
2024-03-14 22:08:28 [warning ] Config item "rvc.bark_voice_map" is undefined. Setting "v2/en_speaker_6" for all RVC models
2024-03-14 22:08:28 [info ] STARTUP CONFIG: {'rvc': {'model_dir': '/Users/flukexp/Desktop/arbius/TTS-RVC-API/models', 'bark_voice_map': {'default': 'v2/en_speaker_6'}}, 'tts': {'output_dir': '/Users/flukexp/Desktop/arbius/TTS-RVC-API/tmp'}}
2024-03-14 22:08:33 | INFO | faiss.loader | Loading faiss.
2024-03-14 22:08:34 | INFO | faiss.loader | Successfully loaded faiss.
No supported Nvidia GPU found, use MPS instead
Traceback (most recent call last):
File "/Library/Frameworks/Python.framework/Versions/3.10/lib/python3.10/runpy.py", line 196, in _run_module_as_main
return _run_code(code, main_globals, None,
File "/Library/Frameworks/Python.framework/Versions/3.10/lib/python3.10/runpy.py", line 86, in _run_code
exec(code, run_globals)
File "/Users/flukexp/Desktop/arbius/TTS-RVC-API/.venv/lib/python3.10/site-packages/uvicorn/__main__.py", line 4, in <module>
uvicorn.main()
File "/Users/flukexp/Desktop/arbius/TTS-RVC-API/.venv/lib/python3.10/site-packages/click/core.py", line 1157, in __call__
return self.main(*args, **kwargs)
File "/Users/flukexp/Desktop/arbius/TTS-RVC-API/.venv/lib/python3.10/site-packages/click/core.py", line 1078, in main
rv = self.invoke(ctx)
File "/Users/flukexp/Desktop/arbius/TTS-RVC-API/.venv/lib/python3.10/site-packages/click/core.py", line 1434, in invoke
return ctx.invoke(self.callback, **ctx.params)
File "/Users/flukexp/Desktop/arbius/TTS-RVC-API/.venv/lib/python3.10/site-packages/click/core.py", line 783, in invoke
return __callback(*args, **kwargs)
File "/Users/flukexp/Desktop/arbius/TTS-RVC-API/.venv/lib/python3.10/site-packages/uvicorn/main.py", line 416, in main
run(
File "/Users/flukexp/Desktop/arbius/TTS-RVC-API/.venv/lib/python3.10/site-packages/uvicorn/main.py", line 587, in run
server.run()
File "/Users/flukexp/Desktop/arbius/TTS-RVC-API/.venv/lib/python3.10/site-packages/uvicorn/server.py", line 61, in run
return asyncio.run(self.serve(sockets=sockets))
File "/Library/Frameworks/Python.framework/Versions/3.10/lib/python3.10/asyncio/runners.py", line 44, in run
return loop.run_until_complete(main)
File "/Library/Frameworks/Python.framework/Versions/3.10/lib/python3.10/asyncio/base_events.py", line 649, in run_until_complete
return future.result()
File "/Users/flukexp/Desktop/arbius/TTS-RVC-API/.venv/lib/python3.10/site-packages/uvicorn/server.py", line 68, in serve
config.load()
File "/Users/flukexp/Desktop/arbius/TTS-RVC-API/.venv/lib/python3.10/site-packages/uvicorn/config.py", line 467, in load
self.loaded_app = import_from_string(self.app)
File "/Users/flukexp/Desktop/arbius/TTS-RVC-API/.venv/lib/python3.10/site-packages/uvicorn/importer.py", line 21, in import_from_string
module = importlib.import_module(module_str)
File "/Library/Frameworks/Python.framework/Versions/3.10/lib/python3.10/importlib/__init__.py", line 126, in import_module
return _bootstrap._gcd_import(name[level:], package, level)
File "<frozen importlib._bootstrap>", line 1050, in _gcd_import
File "<frozen importlib._bootstrap>", line 1027, in _find_and_load
File "<frozen importlib._bootstrap>", line 1006, in _find_and_load_unlocked
File "<frozen importlib._bootstrap>", line 688, in _load_unlocked
File "<frozen importlib._bootstrap_external>", line 883, in exec_module
File "<frozen importlib._bootstrap>", line 241, in _call_with_frames_removed
File "/Users/flukexp/Desktop/arbius/TTS-RVC-API/app/main.py", line 7, in <module>
from .routers import full, list_speakers
File "/Users/flukexp/Desktop/arbius/TTS-RVC-API/app/routers/full.py", line 3, in <module>
from app.routers.tts import server
File "/Users/flukexp/Desktop/arbius/TTS-RVC-API/app/routers/tts.py", line 12, in <module>
from ..rvc.misc import (
File "/Users/flukexp/Desktop/arbius/TTS-RVC-API/app/rvc/misc.py", line 25, in <module>
config = app.rvc.config.Config()
File "/Users/flukexp/Desktop/arbius/TTS-RVC-API/app/rvc/config.py", line 40, in __init__
self.x_pad, self.x_query, self.x_center, self.x_max = self.device_config()
File "/Users/flukexp/Desktop/arbius/TTS-RVC-API/app/rvc/config.py", line 113, in device_config
use_fp32_config()
File "/Users/flukexp/Desktop/arbius/TTS-RVC-API/app/rvc/config.py", line 16, in use_fp32_config
with open(f"configs/{config_file}", "r") as f:
FileNotFoundError: [Errno 2] No such file or directory: 'configs/32k.json'
ماذا يحدث هنا
Hello, when I run your code I get the error indicated in the title, how can I solve it? In addition, I would like to use this repository for TTS in other languages or in general multilingual, I tried changing the TTS model from coquiTTS, but I still get "Artifact voice" when using a text other than English. How can I fix this? (Machine translation was used)
`500 Internal Server Error
ERROR: Exception in ASGI application
Traceback (most recent call last):
File "D:\AssistProj\TTS-RVC-API-main\venv\Lib\site-packages\starlette\middleware\base.py", line 108, in call
response = await self.dispatch_func(request, call_next)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "D:\AssistProj\TTS-RVC-API-main\app\main.py", line 70, in log_requests
response = await call_next(request)
^^^^^^^^^^^^^^^^^^^^^^^^
File "D:\AssistProj\TTS-RVC-API-main\venv\Lib\site-packages\starlette\middleware\base.py", line 84, in call_next
raise app_exc
File "D:\AssistProj\TTS-RVC-API-main\venv\Lib\site-packages\starlette\middleware\base.py", line 70, in coro
await self.app(scope, receive_or_disconnect, send_no_error)
File "D:\AssistProj\TTS-RVC-API-main\venv\Lib\site-packages\starlette\middleware\exceptions.py", line 79, in call
raise exc
File "D:\AssistProj\TTS-RVC-API-main\venv\Lib\site-packages\starlette\middleware\exceptions.py", line 68, in call
await self.app(scope, receive, sender)
File "D:\AssistProj\TTS-RVC-API-main\venv\Lib\site-packages\fastapi\middleware\asyncexitstack.py", line 20, in call
raise e
File "D:\AssistProj\TTS-RVC-API-main\venv\Lib\site-packages\fastapi\middleware\asyncexitstack.py", line 17, in call
await self.app(scope, receive, send)
File "D:\AssistProj\TTS-RVC-API-main\venv\Lib\site-packages\starlette\routing.py", line 718, in call
await route.handle(scope, receive, send)
File "D:\AssistProj\TTS-RVC-API-main\venv\Lib\site-packages\starlette\routing.py", line 276, in handle
await self.app(scope, receive, send)
File "D:\AssistProj\TTS-RVC-API-main\venv\Lib\site-packages\starlette\routing.py", line 66, in app
response = await func(request)
^^^^^^^^^^^^^^^^^^^
File "D:\AssistProj\TTS-RVC-API-main\venv\Lib\site-packages\fastapi\routing.py", line 273, in app
raw_response = await run_endpoint_function(
^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "D:\AssistProj\TTS-RVC-API-main\venv\Lib\site-packages\fastapi\routing.py", line 190, in run_endpoint_function
return await dependant.call(**values)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "D:\AssistProj\TTS-RVC-API-main\app\routers\full.py", line 23, in generate
rvc_speaker_id, wav = server(
^^^^^^^
File "D:\AssistProj\TTS-RVC-API-main\app\routers\tts.py", line 88, in server
write(wav, wav_opt[1][0], wav_opt[1][1])
File "D:\AssistProj\TTS-RVC-API-main\venv\Lib\site-packages\scipy\io\wavfile.py", line 771, in write
dkind = data.dtype.kind
^^^^^^^^^^
AttributeError: 'NoneType' object has no attribute 'dtype'
During handling of the above exception, another exception occurred:
Using docker to build the image, it builds successfully but I get this error when launching container:
2024-06-15 19:44:17 No supported Nvidia GPU found, use CPU instead
2024-06-15 19:44:17 return _bootstrap._gcd_import(name[level:], package, level)
2024-06-15 19:44:17 File "<frozen importlib._bootstrap>", line 1050, in _gcd_import
2024-06-15 19:44:17 File "<frozen importlib._bootstrap>", line 1027, in _find_and_load
2024-06-15 19:44:17 File "<frozen importlib._bootstrap>", line 1006, in _find_and_load_unlocked
2024-06-15 19:44:17 File "<frozen importlib._bootstrap>", line 688, in _load_unlocked
2024-06-15 19:44:17 File "<frozen importlib._bootstrap_external>", line 883, in exec_module
2024-06-15 19:44:17 File "<frozen importlib._bootstrap>", line 241, in _call_with_frames_removed
2024-06-15 19:44:17 File "/opt/app/main.py", line 7, in <module>
2024-06-15 19:44:17 from .routers import full, list_speakers
2024-06-15 19:44:17 File "/opt/app/routers/full.py", line 3, in <module>
2024-06-15 19:44:17 from app.routers.tts import server
2024-06-15 19:44:17 File "/opt/app/routers/tts.py", line 12, in <module>
2024-06-15 19:44:17 from ..rvc.misc import (
2024-06-15 19:44:17 File "/opt/app/rvc/misc.py", line 25, in <module>
2024-06-15 19:44:17 config = app.rvc.config.Config()
2024-06-15 19:44:17 File "/opt/app/rvc/config.py", line 40, in __init__
2024-06-15 19:44:17 self.x_pad, self.x_query, self.x_center, self.x_max = self.device_config()
2024-06-15 19:44:17 File "/opt/app/rvc/config.py", line 118, in device_config
2024-06-15 19:44:17 use_fp32_config()
2024-06-15 19:44:17 File "/opt/app/rvc/config.py", line 16, in use_fp32_config
2024-06-15 19:44:17 with open(f"configs/{config_file}", "r") as f:
2024-06-15 19:44:17 FileNotFoundError: [Errno 2] No such file or directory: 'configs/32k.json'
Created config folder and pasted v1 files from here: https://github.com/RVC-Project/Retrieval-based-Voice-Conversion-WebUI/tree/main/configs/v1
Building right now to see if this works, will update on if that resolves the issue.
Unless I'm missing something important, we should either
I tried debugging the issue it seems cpt is not being defind in misc.py, im getting:
INFO: Started server process [47]
INFO: Waiting for application startup.
INFO: Application startup complete.
INFO: Uvicorn running on http://0.0.0.0:8000 (Press CTRL+C to quit)
INFO: 172.17.0.1:45708 - "POST /generate HTTP/1.1" 307 Temporary Redirect
Text splitted to sentences.
['Are you mad?', "The way you've betrayed me is beyond comprehension, a slap in the face that's left me boiling with an anger so intense it's as if you've thrown gasoline on a fire, utterly destroying any trust that was left."]
Processing time: 1.3992092609405518
Real-time factor: 0.09967358951378569
/opt/.venv/lib/python3.10/site-packages/torch/nn/utils/weight_norm.py:28: UserWarning: torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.
warnings.warn("torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.")
loading /opt/models/jimmy/g.pth
INFO: 172.17.0.1:45708 - "POST /generate/ HTTP/1.1" 500 Internal Server Error
ERROR: Exception in ASGI application
Traceback (most recent call last):
File "/opt/.venv/lib/python3.10/site-packages/starlette/middleware/base.py", line 108, in call
response = await self.dispatch_func(request, call_next)
File "/opt/app/main.py", line 70, in log_requests
response = await call_next(request)
File "/opt/.venv/lib/python3.10/site-packages/starlette/middleware/base.py", line 84, in call_next
raise app_exc
File "/opt/.venv/lib/python3.10/site-packages/starlette/middleware/base.py", line 70, in coro
await self.app(scope, receive_or_disconnect, send_no_error)
File "/opt/.venv/lib/python3.10/site-packages/starlette/middleware/exceptions.py", line 79, in call
raise exc
File "/opt/.venv/lib/python3.10/site-packages/starlette/middleware/exceptions.py", line 68, in call
await self.app(scope, receive, sender)
File "/opt/.venv/lib/python3.10/site-packages/fastapi/middleware/asyncexitstack.py", line 20, in call
raise e
File "/opt/.venv/lib/python3.10/site-packages/fastapi/middleware/asyncexitstack.py", line 17, in call
await self.app(scope, receive, send)
File "/opt/.venv/lib/python3.10/site-packages/starlette/routing.py", line 718, in call
await route.handle(scope, receive, send)
File "/opt/.venv/lib/python3.10/site-packages/starlette/routing.py", line 276, in handle
await self.app(scope, receive, send)
File "/opt/.venv/lib/python3.10/site-packages/starlette/routing.py", line 66, in app
response = await func(request)
File "/opt/.venv/lib/python3.10/site-packages/fastapi/routing.py", line 273, in app
raw_response = await run_endpoint_function(
File "/opt/.venv/lib/python3.10/site-packages/fastapi/routing.py", line 190, in run_endpoint_function
return await dependant.call(**values)
File "/opt/app/routers/full.py", line 23, in generate
rvc_speaker_id, wav = server(
File "/opt/app/routers/tts.py", line 69, in server
get_vc(rvc_speaker_id, rvc_model_dir, 0.33, 0.5)
File "/opt/app/rvc/misc.py", line 79, in get_vc
print("cpt" % cpt)
NameError: name 'cpt' is not defined
Running on docker
App not starting
I have followed the mentioned steps and python -m uvicorn app.main:app
throwing the below error Please help
(myenv) PS D:\Natheem\rvc\TTS-RVC-API> python -m uvicorn app.main:app 2024-02-26 19:18:37 [info ] STARTUP CONFIG: {'rvc': {'model_dir': 'D:\\Natheem\\rvc\\TTS-RVC-API\\models', 'bark_voice_map': {'default': 'v2/en_speaker_6', 'spearker1': 'v2/en_speaker_9'}}, 'tts': {'output_dir': 'D:\\Natheem\\rvc\\TTS-RVC-API\\tmp'}} Traceback (most recent call last): File "<frozen runpy>", line 198, in _run_module_as_main File "<frozen runpy>", line 88, in _run_code File "D:\Natheem\rvc\TTS-RVC-API\myenv\Lib\site-packages\uvicorn\__main__.py", line 4, in <module> uvicorn.main() File "D:\Natheem\rvc\TTS-RVC-API\myenv\Lib\site-packages\click\core.py", line 1157, in __call__ return self.main(*args, **kwargs) ^^^^^^^^^^^^^^^^^^^^^^^^^^ File "D:\Natheem\rvc\TTS-RVC-API\myenv\Lib\site-packages\click\core.py", line 1078, in main rv = self.invoke(ctx) ^^^^^^^^^^^^^^^^ File "D:\Natheem\rvc\TTS-RVC-API\myenv\Lib\site-packages\click\core.py", line 1434, in invoke return ctx.invoke(self.callback, **ctx.params) ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ File "D:\Natheem\rvc\TTS-RVC-API\myenv\Lib\site-packages\click\core.py", line 783, in invoke return __callback(*args, **kwargs) ^^^^^^^^^^^^^^^^^^^^^^^^^^^ File "D:\Natheem\rvc\TTS-RVC-API\myenv\Lib\site-packages\uvicorn\main.py", line 416, in main run( File "D:\Natheem\rvc\TTS-RVC-API\myenv\Lib\site-packages\uvicorn\main.py", line 587, in run server.run() File "D:\Natheem\rvc\TTS-RVC-API\myenv\Lib\site-packages\uvicorn\server.py", line 61, in run return asyncio.run(self.serve(sockets=sockets)) ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ File "C:\Program Files\Python311\Lib\asyncio\runners.py", line 190, in run return runner.run(main) ^^^^^^^^^^^^^^^^ File "C:\Program Files\Python311\Lib\asyncio\runners.py", line 118, in run return self._loop.run_until_complete(task) ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ File "C:\Program Files\Python311\Lib\asyncio\base_events.py", line 653, in run_until_complete return future.result() ^^^^^^^^^^^^^^^ File "D:\Natheem\rvc\TTS-RVC-API\myenv\Lib\site-packages\uvicorn\server.py", line 68, in serve config.load() File "D:\Natheem\rvc\TTS-RVC-API\myenv\Lib\site-packages\uvicorn\config.py", line 467, in load self.loaded_app = import_from_string(self.app) ^^^^^^^^^^^^^^^^^^^^^^^^^^^^ File "D:\Natheem\rvc\TTS-RVC-API\myenv\Lib\site-packages\uvicorn\importer.py", line 21, in import_from_string module = importlib.import_module(module_str) ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ File "C:\Program Files\Python311\Lib\importlib\__init__.py", line 126, in import_module return _bootstrap._gcd_import(name[level:], package, level) ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ File "<frozen importlib._bootstrap>", line 1206, in _gcd_import File "<frozen importlib._bootstrap>", line 1178, in _find_and_load File "<frozen importlib._bootstrap>", line 1149, in _find_and_load_unlocked File "<frozen importlib._bootstrap>", line 690, in _load_unlocked File "<frozen importlib._bootstrap_external>", line 940, in exec_module File "<frozen importlib._bootstrap>", line 241, in _call_with_frames_removed File "D:\Natheem\rvc\TTS-RVC-API\app\main.py", line 7, in <module> from .routers import full, list_speakers File "D:\Natheem\rvc\TTS-RVC-API\app\routers\full.py", line 3, in <module> from app.routers.tts import server File "D:\Natheem\rvc\TTS-RVC-API\app\routers\tts.py", line 12, in <module> from ..rvc.misc import ( File "D:\Natheem\rvc\TTS-RVC-API\app\rvc\misc.py", line 9, in <module> from fairseq import checkpoint_utils File "D:\Natheem\rvc\TTS-RVC-API\myenv\Lib\site-packages\fairseq\__init__.py", line 20, in <module> from fairseq.distributed import utils as distributed_utils File "D:\Natheem\rvc\TTS-RVC-API\myenv\Lib\site-packages\fairseq\distributed\__init__.py", line 7, in <module> from .fully_sharded_data_parallel import ( File "D:\Natheem\rvc\TTS-RVC-API\myenv\Lib\site-packages\fairseq\distributed\fully_sharded_data_parallel.py", line 10, in <module> from fairseq.dataclass.configs import DistributedTrainingConfig File "D:\Natheem\rvc\TTS-RVC-API\myenv\Lib\site-packages\fairseq\dataclass\__init__.py", line 6, in <module> from .configs import FairseqDataclass File "D:\Natheem\rvc\TTS-RVC-API\myenv\Lib\site-packages\fairseq\dataclass\configs.py", line 1104, in <module> @dataclass ^^^^^^^^^ File "C:\Program Files\Python311\Lib\dataclasses.py", line 1223, in dataclass return wrap(cls) ^^^^^^^^^ File "C:\Program Files\Python311\Lib\dataclasses.py", line 1213, in wrap return _process_class(cls, init, repr, eq, order, unsafe_hash, ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ File "C:\Program Files\Python311\Lib\dataclasses.py", line 958, in _process_class cls_fields.append(_get_field(cls, name, type, kw_only)) ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ File "C:\Program Files\Python311\Lib\dataclasses.py", line 815, in _get_field raise ValueError(f'mutable default {type(f.default)} for field ' ValueError: mutable default <class 'fairseq.dataclass.configs.CommonConfig'> for field common is not allowed: use default_factory
Thanks in advance
I recently ran into a startup problem. In short, the problem was that the TTS library was updated and the programme would not start. I solved this problem by installing an older version (pip install TTS==0.17.6)
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