[Bug] Execution error: "ValueError: numpy.ndarray size changed, may indicate binary incompatibility. Expected 96 from C header, got 88 from PyObject"

[Baquara]

Describe the bug

I made a fresh clone and install from the TTS repo, and used a Python virtual environment to install the dependencies.

Then tried to execute tts.

To Reproduce

• Clone the repository
• Create a virtual environment
• Start the virtual environment
• Use pip install -e .[all,dev,notebooks]
• Run tts

Expected behavior

The TTS app to run with no errors.

Logs

(mypython) [privateserver@privateserver TTS]$ tts
Traceback (most recent call last):
  File "/home/privateserver/TTS/mypython/bin/tts", line 33, in <module>
    sys.exit(load_entry_point('TTS', 'console_scripts', 'tts')())
  File "/home/privateserver/TTS/mypython/bin/tts", line 25, in importlib_load_entry_point
    return next(matches).load()
  File "/usr/lib/python3.10/importlib/metadata/__init__.py", line 171, in load
    module = import_module(match.group('module'))
  File "/usr/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 "/home/privateserver/TTS/TTS/bin/synthesize.py", line 12, in <module>
    from TTS.utils.synthesizer import Synthesizer
  File "/home/privateserver/TTS/TTS/utils/synthesizer.py", line 14, in <module>
    from TTS.utils.audio import AudioProcessor
  File "/home/privateserver/TTS/TTS/utils/audio.py", line 5, in <module>
    import pyworld as pw
  File "/home/privateserver/TTS/mypython/lib/python3.10/site-packages/pyworld/__init__.py", line 7, in <module>
    from .pyworld import *
  File "pyworld/pyworld.pyx", line 1, in init pyworld.pyworld
ValueError: numpy.ndarray size changed, may indicate binary incompatibility. Expected 96 from C header, got 88 from PyObject

Environment

/home/privateserver/TTS/mypython/lib/python3.10/site-packages/torch/cuda/__init__.py:146: UserWarning: 
NVIDIA GeForce RTX 3060 with CUDA capability sm_86 is not compatible with the current PyTorch installation.
The current PyTorch install supports CUDA capabilities sm_37 sm_50 sm_60 sm_70.
If you want to use the NVIDIA GeForce RTX 3060 GPU with PyTorch, please check the instructions at https://pytorch.org/get-started/locally/

  warnings.warn(incompatible_device_warn.format(device_name, capability, " ".join(arch_list), device_name))
{
    "CUDA": {
        "GPU": [
            "NVIDIA GeForce RTX 3060"
        ],
        "available": true,
        "version": "10.2"
    },
    "Packages": {
        "PyTorch_debug": false,
        "PyTorch_version": "1.12.0+cu102",
        "TTS": "0.7.1",
        "numpy": "1.21.6"
    },
    "System": {
        "OS": "Linux",
        "architecture": [
            "64bit",
            "ELF"
        ],
        "processor": "",
        "python": "3.10.5",
        "version": "#1 SMP PREEMPT_DYNAMIC Sat, 25 Jun 2022 20:22:01 +0000"
    }
}

Additional context

No response

[p0p4k]

Hello, paste the output of pip list . Thanks.

[Baquara]

Hello, paste the output of pip list . Thanks.

Here are the results:

(mypython) [privateserver@privateserver TTS]$ pip list
Package               Version      Editable project location
--------------------- ------------ -------------------------
anyascii              0.3.1
appdirs               1.4.4
astroid               2.7.3
audioread             2.1.9
Babel                 2.10.3
black                 22.6.0
bokeh                 1.4.0
certifi               2022.6.15
cffi                  1.15.1
charset-normalizer    2.1.0
click                 8.1.3
coqpit                0.0.16
coverage              6.4.2
cycler                0.11.0
Cython                0.29.28
dateparser            1.1.1
decorator             5.1.1
docopt                0.6.2
Flask                 2.1.3
fonttools             4.34.4
fsspec                2022.5.0
gruut                 2.2.3
gruut-ipa             0.13.0
gruut-lang-cs         2.0.0
gruut-lang-de         2.0.0
gruut-lang-en         2.0.0
gruut-lang-es         2.0.0
gruut-lang-fr         2.0.2
gruut-lang-it         2.0.0
gruut-lang-nl         2.0.2
gruut-lang-pt         2.0.0
gruut-lang-ru         2.0.0
gruut-lang-sv         2.0.0
idna                  3.3
inflect               5.6.2
isort                 5.10.1
itsdangerous          2.1.2
jieba                 0.42.1
Jinja2                3.1.2
joblib                1.1.0
jsonlines             1.2.0
kiwisolver            1.4.4
lazy-object-proxy     1.7.1
librosa               0.8.0
llvmlite              0.38.1
MarkupSafe            2.1.1
matplotlib            3.5.2
mccabe                0.6.1
mecab-python3         1.0.5
mypy-extensions       0.4.3
networkx              2.8.5
nose2                 0.12.0
num2words             0.5.10
numba                 0.55.1
numpy                 1.21.6
packaging             21.3
pandas                1.4.3
pathspec              0.9.0
Pillow                9.2.0
pip                   22.2
platformdirs          2.5.2
pooch                 1.6.0
protobuf              3.19.4
pycparser             2.21
pylint                2.10.2
pynndescent           0.5.7
pyparsing             3.0.9
pypinyin              0.46.0
pysbd                 0.3.4
python-crfsuite       0.9.8
python-dateutil       2.8.2
pytz                  2022.1
pytz-deprecation-shim 0.1.0.post0
pyworld               0.2.10
PyYAML                6.0
regex                 2022.3.2
requests              2.28.1
resampy               0.3.1
scikit-learn          1.1.1
scipy                 1.8.1
setuptools            62.6.0
six                   1.16.0
SoundFile             0.10.3.post1
tensorboardX          2.5.1
threadpoolctl         3.1.0
toml                  0.10.2
tomli                 2.0.1
torch                 1.12.0
torchaudio            0.12.0
tornado               6.2
tqdm                  4.64.0
trainer               0.0.13
TTS                   0.7.1        /home/privateserver/TTS
typing_extensions     4.3.0
tzdata                2022.1
tzlocal               4.2
umap-learn            0.5.1
unidic-lite           1.0.8
urllib3               1.26.10
Werkzeug              2.1.2
wheel                 0.37.1
wrapt                 1.12.1

[p0p4k]

Try to upgrade numba and numpy. First uninstall those 2 packages then install the following versions.

pip install numba==0.55.2
pip install numpy==1.22.4

[Baquara]

Try to upgrade numba and numpy. First uninstall those 2 packages then install the following versions.

pip install numba==0.55.2
pip install numpy==1.22.4

I just did it, but I am still getting errors (although a different one):

(mypython) [privateserver@privateserver TTS]$ tts
Traceback (most recent call last):
  File "/home/privateserver/TTS/mypython/lib/python3.10/site-packages/pkg_resources/__init__.py", line 581, in _build_master
    ws.require(__requires__)
  File "/home/privateserver/TTS/mypython/lib/python3.10/site-packages/pkg_resources/__init__.py", line 909, in require
    needed = self.resolve(parse_requirements(requirements))
  File "/home/privateserver/TTS/mypython/lib/python3.10/site-packages/pkg_resources/__init__.py", line 800, in resolve
    raise VersionConflict(dist, req).with_context(dependent_req)
pkg_resources.ContextualVersionConflict: (numba 0.55.2 (/home/privateserver/TTS/mypython/lib/python3.10/site-packages), Requirement.parse('numba==0.55.1'), {'TTS'})

During handling of the above exception, another exception occurred:

Traceback (most recent call last):
  File "/home/privateserver/TTS/mypython/bin/tts", line 33, in <module>
    sys.exit(load_entry_point('TTS', 'console_scripts', 'tts')())
  File "/home/privateserver/TTS/mypython/bin/tts", line 25, in importlib_load_entry_point
    return next(matches).load()
  File "/usr/lib/python3.10/importlib/metadata/__init__.py", line 171, in load
    module = import_module(match.group('module'))
  File "/usr/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 "/home/privateserver/TTS/TTS/bin/synthesize.py", line 12, in <module>
    from TTS.utils.synthesizer import Synthesizer
  File "/home/privateserver/TTS/TTS/utils/synthesizer.py", line 14, in <module>
    from TTS.utils.audio import AudioProcessor
  File "/home/privateserver/TTS/TTS/utils/audio.py", line 3, in <module>
    import librosa
  File "/home/privateserver/TTS/mypython/lib/python3.10/site-packages/librosa/__init__.py", line 211, in <module>
    from . import core
  File "/home/privateserver/TTS/mypython/lib/python3.10/site-packages/librosa/core/__init__.py", line 5, in <module>
    from .convert import *  # pylint: disable=wildcard-import
  File "/home/privateserver/TTS/mypython/lib/python3.10/site-packages/librosa/core/convert.py", line 7, in <module>
    from . import notation
  File "/home/privateserver/TTS/mypython/lib/python3.10/site-packages/librosa/core/notation.py", line 8, in <module>
    from ..util.exceptions import ParameterError
  File "/home/privateserver/TTS/mypython/lib/python3.10/site-packages/librosa/util/__init__.py", line 83, in <module>
    from .utils import *  # pylint: disable=wildcard-import
  File "/home/privateserver/TTS/mypython/lib/python3.10/site-packages/librosa/util/utils.py", line 10, in <module>
    import numba
  File "/home/privateserver/TTS/mypython/lib/python3.10/site-packages/numba/__init__.py", line 19, in <module>
    from numba.core import config
  File "/home/privateserver/TTS/mypython/lib/python3.10/site-packages/numba/core/config.py", line 15, in <module>
    import llvmlite.binding as ll
  File "/home/privateserver/TTS/mypython/lib/python3.10/site-packages/llvmlite/binding/__init__.py", line 4, in <module>
    from .dylib import *
  File "/home/privateserver/TTS/mypython/lib/python3.10/site-packages/llvmlite/binding/dylib.py", line 3, in <module>
    from llvmlite.binding import ffi
  File "/home/privateserver/TTS/mypython/lib/python3.10/site-packages/llvmlite/binding/ffi.py", line 175, in <module>
    from pkg_resources import resource_filename
  File "/home/privateserver/TTS/mypython/lib/python3.10/site-packages/pkg_resources/__init__.py", line 3260, in <module>
    def _initialize_master_working_set():
  File "/home/privateserver/TTS/mypython/lib/python3.10/site-packages/pkg_resources/__init__.py", line 3234, in _call_aside
    f(*args, **kwargs)
  File "/home/privateserver/TTS/mypython/lib/python3.10/site-packages/pkg_resources/__init__.py", line 3272, in _initialize_master_working_set
    working_set = WorkingSet._build_master()
  File "/home/privateserver/TTS/mypython/lib/python3.10/site-packages/pkg_resources/__init__.py", line 583, in _build_master
    return cls._build_from_requirements(__requires__)
  File "/home/privateserver/TTS/mypython/lib/python3.10/site-packages/pkg_resources/__init__.py", line 596, in _build_from_requirements
    dists = ws.resolve(reqs, Environment())
  File "/home/privateserver/TTS/mypython/lib/python3.10/site-packages/pkg_resources/__init__.py", line 795, in resolve
    raise DistributionNotFound(req, requirers)
pkg_resources.DistributionNotFound: The 'numba==0.55.1' distribution was not found and is required by TTS

This is a project-side error that can be reproduced on any fresh install by using venv.

[p0p4k]

Yes, this is a straightforward error to solve.
pkg_resources.ContextualVersionConflict: (numba 0.55.2 (/home/privateserver/TTS/mypython/lib/python3.10/site-packages), Requirement.parse('numba==0.55.1'), {'TTS'})
That line states that it is trying to find numba==0.55.1 which we state in the requirements file. So, the solution is to -

1. uninstall TTS.
2. git clone coqui-TTS
3. change the numpy/numba versions (numba==0.55.2, numpy==1.22.4) in requirements.txt file.
4. install TTS, you will see it installs the correct versions now.

Refer to this thread for similar bug. What's interesting is that other thread was also authored by you. 😆

[Baquara]

Yes, this is a straightforward error to solve. pkg_resources.ContextualVersionConflict: (numba 0.55.2 (/home/privateserver/TTS/mypython/lib/python3.10/site-packages), Requirement.parse('numba==0.55.1'), {'TTS'}) That line states that it is trying to find numba==0.55.1 which we state in the requirements file. So, the solution is to -

1. uninstall TTS.

2. git clone coqui-TTS

3. change the numpy/numba versions (numba==0.55.2, numpy==1.22.4) in requirements.txt file.

4. install TTS, you will see it installs the correct versions now.

Refer to this thread for similar bug. What's interesting is that other thread was also authored by you. laughing

Changing the requirements file seems to have fixed the problem.
I highly suggest to update the requirements file from the main branch, as this bug is happening on fresh installs. Once this is done, this issue report can be closed.