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Loading Opus files from MLS dataset fails because of file metadata #3821

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niemiaszek opened this issue Jul 31, 2024 · 0 comments
Open

Loading Opus files from MLS dataset fails because of file metadata #3821

niemiaszek opened this issue Jul 31, 2024 · 0 comments

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@niemiaszek
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niemiaszek commented Jul 31, 2024

🐛 Describe the bug

I'm using MLS in Opus. For example trying to load 11956_10613_000004.opus.tar.gz. Loading works fine for other datasets.

import torchaudio
torchaudio.load("11956_10613_000004.opus")
Traceback (most recent call last):
  File "<stdin>", line 1, in <module>
  File "/home/p.niemiec/Repos/EfficientAT/.pixi/envs/default/lib/python3.11/site-packages/torchaudio/_backend/utils.py", line 205, in load
    return backend.load(uri, frame_offset, num_frames, normalize, channels_first, format, buffer_size)
           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/home/p.niemiec/Repos/EfficientAT/.pixi/envs/default/lib/python3.11/site-packages/torchaudio/_backend/ffmpeg.py", line 297, in load
    return load_audio(uri, frame_offset, num_frames, normalize, channels_first, format)
           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/home/p.niemiec/Repos/EfficientAT/.pixi/envs/default/lib/python3.11/site-packages/torchaudio/_backend/ffmpeg.py", line 89, in load_audio
    sample_rate = int(s.get_src_stream_info(s.default_audio_stream).sample_rate)
                      ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/home/p.niemiec/Repos/EfficientAT/.pixi/envs/default/lib/python3.11/site-packages/torio/io/_streaming_media_decoder.py", line 587, in get_src_stream_info
    return _parse_si(self._be.get_src_stream_info(i))
           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/home/p.niemiec/Repos/EfficientAT/.pixi/envs/default/lib/python3.11/site-packages/torio/io/_streaming_media_decoder.py", line 121, in _parse_si
    metadata=i.metadata,
             ^^^^^^^^^^
UnicodeDecodeError: 'utf-8' codec can't decode byte 0xe9 in position 9: invalid continuation byte

Quick fix is to not use i.metadata:

torio/io/_streaming_media_decoder.py, line 121, in _parse_si
    metadata=i.metadata,

to metadata={},.

Most usually there is no important information in metadata but it's certainly surprise error.

Versions

Can't run collect_env.py. I'm using Pixi for environment setup and I don't have pip.

pixi list
Package                               Version       Build                         Size       Kind   Source
_libgcc_mutex                         0.1           conda_forge                   2.5 KiB    conda  _libgcc_mutex-0.1-conda_forge.tar.bz2
_openmp_mutex                         4.5           2_kmp_llvm                    5.6 KiB    conda  _openmp_mutex-4.5-2_kmp_llvm.tar.bz2
absl-py                               2.1.0         pyhd8ed1ab_0                  104.8 KiB  conda  absl-py-2.1.0-pyhd8ed1ab_0.conda
aom                                   3.9.1         hac33072_0                    2.6 MiB    conda  aom-3.9.1-hac33072_0.conda
attrs                                 23.2.0        pyh71513ae_0                  53.3 KiB   conda  attrs-23.2.0-pyh71513ae_0.conda
audioread                             3.0.1         py311h38be061_1               43.9 KiB   conda  audioread-3.0.1-py311h38be061_1.conda
blas                                  1.0           mkl                           1.3 KiB    conda  blas-1.0-mkl.tar.bz2
brotli                                1.1.0         hd590300_1                    18.9 KiB   conda  brotli-1.1.0-hd590300_1.conda
brotli-bin                            1.1.0         hd590300_1                    18.5 KiB   conda  brotli-bin-1.1.0-hd590300_1.conda
brotli-python                         1.1.0         py311hb755f60_1               343.1 KiB  conda  brotli-python-1.1.0-py311hb755f60_1.conda
bzip2                                 1.0.8         h4bc722e_7                    246.9 KiB  conda  bzip2-1.0.8-h4bc722e_7.conda
c-ares                                1.32.3        h4bc722e_0                    175.5 KiB  conda  c-ares-1.32.3-h4bc722e_0.conda
ca-certificates                       2024.7.4      hbcca054_0                    151.2 KiB  conda  ca-certificates-2024.7.4-hbcca054_0.conda
cairo                                 1.18.0        hebfffa5_3                    960.6 KiB  conda  cairo-1.18.0-hebfffa5_3.conda
certifi                               2024.7.4      pyhd8ed1ab_0                  155.6 KiB  conda  certifi-2024.7.4-pyhd8ed1ab_0.conda
cffi                                  1.16.0        py311hb3a22ac_0               293.2 KiB  conda  cffi-1.16.0-py311hb3a22ac_0.conda
charset-normalizer                    3.3.2         pyhd8ed1ab_0                  45.5 KiB   conda  charset-normalizer-3.3.2-pyhd8ed1ab_0.conda
clearml                               1.16.2        pyhff2d567_0                  624.1 KiB  conda  clearml-1.16.2-pyhff2d567_0.conda
colorama                              0.4.6         pyhd8ed1ab_0                  24.6 KiB   conda  colorama-0.4.6-pyhd8ed1ab_0.tar.bz2
contourpy                             1.2.1         py311h9547e67_0               252.9 KiB  conda  contourpy-1.2.1-py311h9547e67_0.conda
cuda-cudart                           12.4.99       hd3aeb46_0                    21.9 KiB   conda  cuda-cudart-12.4.99-hd3aeb46_0.conda
cuda-cudart_linux-64                  12.4.99       h59595ed_0                    182.3 KiB  conda  cuda-cudart_linux-64-12.4.99-h59595ed_0.conda
cuda-cupti                            12.4.127      he02047a_2                    1.8 MiB    conda  cuda-cupti-12.4.127-he02047a_2.conda
cuda-libraries                        12.4.0        ha770c72_0                    19.6 KiB   conda  cuda-libraries-12.4.0-ha770c72_0.conda
cuda-nvrtc                            12.4.99       hd3aeb46_0                    18 MiB     conda  cuda-nvrtc-12.4.99-hd3aeb46_0.conda
cuda-nvtx                             12.4.127      he02047a_2                    30.9 KiB   conda  cuda-nvtx-12.4.127-he02047a_2.conda
cuda-opencl                           12.4.99       h59595ed_0                    29.4 KiB   conda  cuda-opencl-12.4.99-h59595ed_0.conda
cuda-runtime                          12.4.0        ha804496_0                    19.5 KiB   conda  cuda-runtime-12.4.0-ha804496_0.conda
cuda-version                          12.4          h3060b56_3                    20.5 KiB   conda  cuda-version-12.4-h3060b56_3.conda
cycler                                0.12.1        pyhd8ed1ab_0                  13.1 KiB   conda  cycler-0.12.1-pyhd8ed1ab_0.conda
dav1d                                 1.2.1         hd590300_0                    742.4 KiB  conda  dav1d-1.2.1-hd590300_0.conda
decorator                             5.1.1         pyhd8ed1ab_0                  11.8 KiB   conda  decorator-5.1.1-pyhd8ed1ab_0.tar.bz2
expat                                 2.6.2         h59595ed_0                    134.4 KiB  conda  expat-2.6.2-h59595ed_0.conda
ffmpeg                                7.0.1         gpl_h9be9148_104              9.6 MiB    conda  ffmpeg-7.0.1-gpl_h9be9148_104.conda
filelock                              3.15.4        pyhd8ed1ab_0                  17.2 KiB   conda  filelock-3.15.4-pyhd8ed1ab_0.conda
font-ttf-dejavu-sans-mono             2.37          hab24e00_0                    388.1 KiB  conda  font-ttf-dejavu-sans-mono-2.37-hab24e00_0.tar.bz2
font-ttf-inconsolata                  3.000         h77eed37_0                    94.3 KiB   conda  font-ttf-inconsolata-3.000-h77eed37_0.tar.bz2
font-ttf-source-code-pro              2.038         h77eed37_0                    684.4 KiB  conda  font-ttf-source-code-pro-2.038-h77eed37_0.tar.bz2
font-ttf-ubuntu                       0.83          h77eed37_2                    1.5 MiB    conda  font-ttf-ubuntu-0.83-h77eed37_2.conda
fontconfig                            2.14.2        h14ed4e7_0                    265.6 KiB  conda  fontconfig-2.14.2-h14ed4e7_0.conda
fonts-conda-ecosystem                 1             0                             3.6 KiB    conda  fonts-conda-ecosystem-1-0.tar.bz2
fonts-conda-forge                     1             0                             4 KiB      conda  fonts-conda-forge-1-0.tar.bz2
fonttools                             4.53.1        py311h61187de_0               2.8 MiB    conda  fonttools-4.53.1-py311h61187de_0.conda
freetype                              2.12.1        h267a509_2                    620.1 KiB  conda  freetype-2.12.1-h267a509_2.conda
fribidi                               1.0.10        h36c2ea0_0                    111.7 KiB  conda  fribidi-1.0.10-h36c2ea0_0.tar.bz2
furl                                  2.1.3         pyhd8ed1ab_0                  21.6 KiB   conda  furl-2.1.3-pyhd8ed1ab_0.tar.bz2
gettext                               0.22.5        h59595ed_2                    463.9 KiB  conda  gettext-0.22.5-h59595ed_2.conda
gettext-tools                         0.22.5        h59595ed_2                    2.6 MiB    conda  gettext-tools-0.22.5-h59595ed_2.conda
gmp                                   6.3.0         hac33072_2                    449.3 KiB  conda  gmp-6.3.0-hac33072_2.conda
gmpy2                                 2.1.5         py311hc4f1f91_1               200.1 KiB  conda  gmpy2-2.1.5-py311hc4f1f91_1.conda
gnutls                                3.7.9         hb077bed_0                    1.9 MiB    conda  gnutls-3.7.9-hb077bed_0.conda
graphite2                             1.3.13        h59595ed_1003                 94.6 KiB   conda  graphite2-1.3.13-h59595ed_1003.conda
grpcio                                1.62.2        py311ha6695c7_0               1 MiB      conda  grpcio-1.62.2-py311ha6695c7_0.conda
h2                                    4.1.0         pyhd8ed1ab_0                  45.7 KiB   conda  h2-4.1.0-pyhd8ed1ab_0.tar.bz2
harfbuzz                              9.0.0         hda332d3_1                    1.5 MiB    conda  harfbuzz-9.0.0-hda332d3_1.conda
hpack                                 4.0.0         pyh9f0ad1d_0                  24.7 KiB   conda  hpack-4.0.0-pyh9f0ad1d_0.tar.bz2
hyperframe                            6.0.1         pyhd8ed1ab_0                  14.3 KiB   conda  hyperframe-6.0.1-pyhd8ed1ab_0.tar.bz2
icu                                   75.1          he02047a_0                    11.6 MiB   conda  icu-75.1-he02047a_0.conda
idna                                  3.7           pyhd8ed1ab_0                  51.5 KiB   conda  idna-3.7-pyhd8ed1ab_0.conda
importlib-metadata                    8.2.0         pyha770c72_0                  27.5 KiB   conda  importlib-metadata-8.2.0-pyha770c72_0.conda
importlib_resources                   6.4.0         pyhd8ed1ab_0                  32.3 KiB   conda  importlib_resources-6.4.0-pyhd8ed1ab_0.conda
jinja2                                3.1.4         pyhd8ed1ab_0                  109 KiB    conda  jinja2-3.1.4-pyhd8ed1ab_0.conda
joblib                                1.4.2         pyhd8ed1ab_0                  214.6 KiB  conda  joblib-1.4.2-pyhd8ed1ab_0.conda
jsonschema                            4.23.0        pyhd8ed1ab_0                  72.6 KiB   conda  jsonschema-4.23.0-pyhd8ed1ab_0.conda
jsonschema-specifications             2023.12.1     pyhd8ed1ab_0                  16 KiB     conda  jsonschema-specifications-2023.12.1-pyhd8ed1ab_0.conda
kiwisolver                            1.4.5         py311h9547e67_1               71.6 KiB   conda  kiwisolver-1.4.5-py311h9547e67_1.conda
lame                                  3.100         h166bdaf_1003                 496.3 KiB  conda  lame-3.100-h166bdaf_1003.tar.bz2
lazy_loader                           0.4           pyhd8ed1ab_0                  15.9 KiB   conda  lazy_loader-0.4-pyhd8ed1ab_0.conda
lcms2                                 2.16          hb7c19ff_0                    239.5 KiB  conda  lcms2-2.16-hb7c19ff_0.conda
ld_impl_linux-64                      2.40          hf3520f5_7                    691 KiB    conda  ld_impl_linux-64-2.40-hf3520f5_7.conda
lerc                                  4.0.0         h27087fc_0                    275.2 KiB  conda  lerc-4.0.0-h27087fc_0.tar.bz2
libabseil                             20240116.2    cxx17_he02047a_1              1.2 MiB    conda  libabseil-20240116.2-cxx17_he02047a_1.conda
libasprintf                           0.22.5        h661eb56_2                    42.2 KiB   conda  libasprintf-0.22.5-h661eb56_2.conda
libasprintf-devel                     0.22.5        h661eb56_2                    33.4 KiB   conda  libasprintf-devel-0.22.5-h661eb56_2.conda
libass                                0.17.1        h39113c1_2                    123.5 KiB  conda  libass-0.17.1-h39113c1_2.conda
libblas                               3.9.0         1_h86c2bf4_netlib             198.5 KiB  conda  libblas-3.9.0-1_h86c2bf4_netlib.tar.bz2
libbrotlicommon                       1.1.0         hd590300_1                    67.8 KiB   conda  libbrotlicommon-1.1.0-hd590300_1.conda
libbrotlidec                          1.1.0         hd590300_1                    32 KiB     conda  libbrotlidec-1.1.0-hd590300_1.conda
libbrotlienc                          1.1.0         hd590300_1                    275.9 KiB  conda  libbrotlienc-1.1.0-hd590300_1.conda
libcblas                              3.9.0         6_ha36c22a_netlib             51 KiB     conda  libcblas-3.9.0-6_ha36c22a_netlib.conda
libcublas                             12.4.2.65     hd3aeb46_0                    228.4 MiB  conda  libcublas-12.4.2.65-hd3aeb46_0.conda
libcufft                              11.2.0.44     hd3aeb46_0                    166.9 MiB  conda  libcufft-11.2.0.44-hd3aeb46_0.conda
libcufile                             1.9.0.20      hd3aeb46_0                    897.7 KiB  conda  libcufile-1.9.0.20-hd3aeb46_0.conda
libcurand                             10.3.5.119    hd3aeb46_0                    39.7 MiB   conda  libcurand-10.3.5.119-hd3aeb46_0.conda
libcusolver                           11.6.0.99     hd3aeb46_0                    78.1 MiB   conda  libcusolver-11.6.0.99-hd3aeb46_0.conda
libcusparse                           12.3.0.142    hd3aeb46_0                    112.4 MiB  conda  libcusparse-12.3.0.142-hd3aeb46_0.conda
libdeflate                            1.20          hd590300_0                    69.8 KiB   conda  libdeflate-1.20-hd590300_0.conda
libdrm                                2.4.122       h4ab18f5_0                    298.3 KiB  conda  libdrm-2.4.122-h4ab18f5_0.conda
libexpat                              2.6.2         h59595ed_0                    72 KiB     conda  libexpat-2.6.2-h59595ed_0.conda
libffi                                3.4.2         h7f98852_5                    56.9 KiB   conda  libffi-3.4.2-h7f98852_5.tar.bz2
libflac                               1.4.3         h59595ed_0                    385.1 KiB  conda  libflac-1.4.3-h59595ed_0.conda
libgcc-ng                             14.1.0        h77fa898_0                    822.4 KiB  conda  libgcc-ng-14.1.0-h77fa898_0.conda
libgettextpo                          0.22.5        h59595ed_2                    166.6 KiB  conda  libgettextpo-0.22.5-h59595ed_2.conda
libgettextpo-devel                    0.22.5        h59595ed_2                    35.9 KiB   conda  libgettextpo-devel-0.22.5-h59595ed_2.conda
libgfortran-ng                        14.1.0        h69a702a_0                    48.7 KiB   conda  libgfortran-ng-14.1.0-h69a702a_0.conda
libgfortran5                          14.1.0        hc5f4f2c_0                    1.4 MiB    conda  libgfortran5-14.1.0-hc5f4f2c_0.conda
libglib                               2.80.3        h8a4344b_1                    3.7 MiB    conda  libglib-2.80.3-h8a4344b_1.conda
libgrpc                               1.62.2        h15f2491_0                    7 MiB      conda  libgrpc-1.62.2-h15f2491_0.conda
libhwloc                              2.11.1        default_hecaa2ac_1000         2.3 MiB    conda  libhwloc-2.11.1-default_hecaa2ac_1000.conda
libiconv                              1.17          hd590300_2                    689.2 KiB  conda  libiconv-1.17-hd590300_2.conda
libidn2                               2.3.7         hd590300_0                    123.5 KiB  conda  libidn2-2.3.7-hd590300_0.conda
libjpeg-turbo                         3.0.0         hd590300_1                    604.1 KiB  conda  libjpeg-turbo-3.0.0-hd590300_1.conda
liblapack                             3.9.0         6_ha36c22a_netlib             2.6 MiB    conda  liblapack-3.9.0-6_ha36c22a_netlib.conda
libllvm14                             14.0.6        hcd5def8_4                    30 MiB     conda  libllvm14-14.0.6-hcd5def8_4.conda
libnpp                                12.2.5.2      hd3aeb46_0                    94.3 MiB   conda  libnpp-12.2.5.2-hd3aeb46_0.conda
libnsl                                2.0.1         hd590300_0                    32.6 KiB   conda  libnsl-2.0.1-hd590300_0.conda
libnvfatbin                           12.4.99       hd3aeb46_0                    773.2 KiB  conda  libnvfatbin-12.4.99-hd3aeb46_0.conda
libnvjitlink                          12.4.99       hd3aeb46_0                    15.8 MiB   conda  libnvjitlink-12.4.99-hd3aeb46_0.conda
libnvjpeg                             12.3.1.89     h59595ed_0                    2.4 MiB    conda  libnvjpeg-12.3.1.89-h59595ed_0.conda
libogg                                1.3.5         h4ab18f5_0                    201.1 KiB  conda  libogg-1.3.5-h4ab18f5_0.conda
libopenvino                           2024.2.0      h2da1b83_1                    5 MiB      conda  libopenvino-2024.2.0-h2da1b83_1.conda
libopenvino-auto-batch-plugin         2024.2.0      hb045406_1                    107.5 KiB  conda  libopenvino-auto-batch-plugin-2024.2.0-hb045406_1.conda
libopenvino-auto-plugin               2024.2.0      hb045406_1                    226.2 KiB  conda  libopenvino-auto-plugin-2024.2.0-hb045406_1.conda
libopenvino-hetero-plugin             2024.2.0      h5c03a75_1                    187.9 KiB  conda  libopenvino-hetero-plugin-2024.2.0-h5c03a75_1.conda
libopenvino-intel-cpu-plugin          2024.2.0      h2da1b83_1                    10.6 MiB   conda  libopenvino-intel-cpu-plugin-2024.2.0-h2da1b83_1.conda
libopenvino-intel-gpu-plugin          2024.2.0      h2da1b83_1                    8.2 MiB    conda  libopenvino-intel-gpu-plugin-2024.2.0-h2da1b83_1.conda
libopenvino-intel-npu-plugin          2024.2.0      he02047a_1                    335.8 KiB  conda  libopenvino-intel-npu-plugin-2024.2.0-he02047a_1.conda
libopenvino-ir-frontend               2024.2.0      h5c03a75_1                    194.4 KiB  conda  libopenvino-ir-frontend-2024.2.0-h5c03a75_1.conda
libopenvino-onnx-frontend             2024.2.0      h07e8aee_1                    1.5 MiB    conda  libopenvino-onnx-frontend-2024.2.0-h07e8aee_1.conda
libopenvino-paddle-frontend           2024.2.0      h07e8aee_1                    672.1 KiB  conda  libopenvino-paddle-frontend-2024.2.0-h07e8aee_1.conda
libopenvino-pytorch-frontend          2024.2.0      he02047a_1                    1.1 MiB    conda  libopenvino-pytorch-frontend-2024.2.0-he02047a_1.conda
libopenvino-tensorflow-frontend       2024.2.0      h39126c6_1                    1.2 MiB    conda  libopenvino-tensorflow-frontend-2024.2.0-h39126c6_1.conda
libopenvino-tensorflow-lite-frontend  2024.2.0      he02047a_1                    463.5 KiB  conda  libopenvino-tensorflow-lite-frontend-2024.2.0-he02047a_1.conda
libopus                               1.3.1         h7f98852_1                    254.5 KiB  conda  libopus-1.3.1-h7f98852_1.tar.bz2
libpciaccess                          0.18          hd590300_0                    27.7 KiB   conda  libpciaccess-0.18-hd590300_0.conda
libpng                                1.6.43        h2797004_0                    281.5 KiB  conda  libpng-1.6.43-h2797004_0.conda
libprotobuf                           4.25.3        h08a7969_0                    2.7 MiB    conda  libprotobuf-4.25.3-h08a7969_0.conda
libre2-11                             2023.09.01    h5a48ba9_2                    227.2 KiB  conda  libre2-11-2023.09.01-h5a48ba9_2.conda
librosa                               0.10.2.post1  pyhd8ed1ab_0                  193.8 KiB  conda  librosa-0.10.2.post1-pyhd8ed1ab_0.conda
libsndfile                            1.2.2         hc60ed4a_1                    346.1 KiB  conda  libsndfile-1.2.2-hc60ed4a_1.conda
libsqlite                             3.46.0        hde9e2c9_0                    845.1 KiB  conda  libsqlite-3.46.0-hde9e2c9_0.conda
libstdcxx-ng                          14.1.0        hc0a3c3a_0                    3.7 MiB    conda  libstdcxx-ng-14.1.0-hc0a3c3a_0.conda
libtasn1                              4.19.0        h166bdaf_0                    114.1 KiB  conda  libtasn1-4.19.0-h166bdaf_0.tar.bz2
libtiff                               4.6.0         h1dd3fc0_3                    276.1 KiB  conda  libtiff-4.6.0-h1dd3fc0_3.conda
libunistring                          0.9.10        h7f98852_0                    1.4 MiB    conda  libunistring-0.9.10-h7f98852_0.tar.bz2
libuuid                               2.38.1        h0b41bf4_0                    32.8 KiB   conda  libuuid-2.38.1-h0b41bf4_0.conda
libva                                 2.22.0        hb711507_0                    204.7 KiB  conda  libva-2.22.0-hb711507_0.conda
libvorbis                             1.3.7         h9c3ff4c_0                    279.6 KiB  conda  libvorbis-1.3.7-h9c3ff4c_0.tar.bz2
libvpx                                1.14.1        hac33072_0                    998.5 KiB  conda  libvpx-1.14.1-hac33072_0.conda
libwebp-base                          1.4.0         hd590300_0                    428.7 KiB  conda  libwebp-base-1.4.0-hd590300_0.conda
libxcb                                1.16          hd590300_0                    385.7 KiB  conda  libxcb-1.16-hd590300_0.conda
libxcrypt                             4.4.36        hd590300_1                    98 KiB     conda  libxcrypt-4.4.36-hd590300_1.conda
libxml2                               2.12.7        he7c6b58_4                    690.6 KiB  conda  libxml2-2.12.7-he7c6b58_4.conda
libzlib                               1.3.1         h4ab18f5_1                    60.1 KiB   conda  libzlib-1.3.1-h4ab18f5_1.conda
llvm-openmp                           15.0.7        h0cdce71_0                    3.1 MiB    conda  llvm-openmp-15.0.7-h0cdce71_0.conda
llvmlite                              0.43.0        py311hbde99c3_0               3.3 MiB    conda  llvmlite-0.43.0-py311hbde99c3_0.conda
mad                                   0.15.1b       h9c3ff4c_1                    113.5 KiB  conda  mad-0.15.1b-h9c3ff4c_1.tar.bz2
markdown                              3.6           pyhd8ed1ab_0                  76.5 KiB   conda  markdown-3.6-pyhd8ed1ab_0.conda
markupsafe                            2.1.5         py311h459d7ec_0               26.9 KiB   conda  markupsafe-2.1.5-py311h459d7ec_0.conda
matplotlib-base                       3.9.1         py311hffb96ce_0               7.5 MiB    conda  matplotlib-base-3.9.1-py311hffb96ce_0.conda
mkl                                   2023.0.0      h84fe81f_26648                154 MiB    conda  mkl-2023.0.0-h84fe81f_26648.conda
mpc                                   1.3.1         hfe3b2da_0                    113.6 KiB  conda  mpc-1.3.1-hfe3b2da_0.conda
mpfr                                  4.2.1         h38ae2d0_2                    626 KiB    conda  mpfr-4.2.1-h38ae2d0_2.conda
mpg123                                1.32.6        h59595ed_0                    480.3 KiB  conda  mpg123-1.32.6-h59595ed_0.conda
mpmath                                1.3.0         pyhd8ed1ab_0                  428.1 KiB  conda  mpmath-1.3.0-pyhd8ed1ab_0.conda
msgpack-python                        1.0.8         py311h52f7536_0               101.1 KiB  conda  msgpack-python-1.0.8-py311h52f7536_0.conda
munkres                               1.1.4         pyh9f0ad1d_0                  12.2 KiB   conda  munkres-1.1.4-pyh9f0ad1d_0.tar.bz2
ncurses                               6.5           h59595ed_0                    866.7 KiB  conda  ncurses-6.5-h59595ed_0.conda
nettle                                3.9.1         h7ab15ed_0                    987.9 KiB  conda  nettle-3.9.1-h7ab15ed_0.conda
networkx                              3.3           pyhd8ed1ab_1                  1.1 MiB    conda  networkx-3.3-pyhd8ed1ab_1.conda
numba                                 0.60.0        py311h4bc866e_0               5.5 MiB    conda  numba-0.60.0-py311h4bc866e_0.conda
numpy                                 2.0.1         py311hed25524_0               8.5 MiB    conda  numpy-2.0.1-py311hed25524_0.conda
ocl-icd                               2.3.2         hd590300_1                    132.5 KiB  conda  ocl-icd-2.3.2-hd590300_1.conda
openh264                              2.4.1         h59595ed_0                    718 KiB    conda  openh264-2.4.1-h59595ed_0.conda
openjpeg                              2.5.2         h488ebb8_0                    333.6 KiB  conda  openjpeg-2.5.2-h488ebb8_0.conda
openssl                               3.3.1         h4bc722e_2                    2.8 MiB    conda  openssl-3.3.1-h4bc722e_2.conda
orderedmultidict                      1.0.1         pyhd8ed1ab_1                  16 KiB     conda  orderedmultidict-1.0.1-pyhd8ed1ab_1.conda
p11-kit                               0.24.1        hc5aa10d_0                    4.5 MiB    conda  p11-kit-0.24.1-hc5aa10d_0.tar.bz2
packaging                             24.1          pyhd8ed1ab_0                  49.1 KiB   conda  packaging-24.1-pyhd8ed1ab_0.conda
pathlib2                              2.3.7.post1   py311h38be061_3               49.4 KiB   conda  pathlib2-2.3.7.post1-py311h38be061_3.conda
pcre2                                 10.44         h0f59acf_0                    933.4 KiB  conda  pcre2-10.44-h0f59acf_0.conda
pillow                                10.4.0        py311h82a398c_0               40.2 MiB   conda  pillow-10.4.0-py311h82a398c_0.conda
pixman                                0.43.2        h59595ed_0                    377.8 KiB  conda  pixman-0.43.2-h59595ed_0.conda
pkbar                                 0.5           pyhd8ed1ab_1                  14.8 KiB   conda  pkbar-0.5-pyhd8ed1ab_1.conda
pkgutil-resolve-name                  1.3.10        pyhd8ed1ab_1                  10.5 KiB   conda  pkgutil-resolve-name-1.3.10-pyhd8ed1ab_1.conda
platformdirs                          4.2.2         pyhd8ed1ab_0                  20.1 KiB   conda  platformdirs-4.2.2-pyhd8ed1ab_0.conda
polars                                1.2.1         py311hf29da40_0               20.1 MiB   conda  polars-1.2.1-py311hf29da40_0.conda
pooch                                 1.8.2         pyhd8ed1ab_0                  53.1 KiB   conda  pooch-1.8.2-pyhd8ed1ab_0.conda
protobuf                              4.25.3        py311h7b78aeb_0               390.1 KiB  conda  protobuf-4.25.3-py311h7b78aeb_0.conda
psutil                                6.0.0         py311h331c9d8_0               497 KiB    conda  psutil-6.0.0-py311h331c9d8_0.conda
pthread-stubs                         0.4           h36c2ea0_1001                 5.5 KiB    conda  pthread-stubs-0.4-h36c2ea0_1001.tar.bz2
pugixml                               1.14          h59595ed_0                    112.2 KiB  conda  pugixml-1.14-h59595ed_0.conda
pycparser                             2.22          pyhd8ed1ab_0                  102.6 KiB  conda  pycparser-2.22-pyhd8ed1ab_0.conda
pyjwt                                 2.4.0         pyhd8ed1ab_0                  18.8 KiB   conda  pyjwt-2.4.0-pyhd8ed1ab_0.tar.bz2
pyparsing                             3.1.2         pyhd8ed1ab_0                  87.4 KiB   conda  pyparsing-3.1.2-pyhd8ed1ab_0.conda
pysocks                               1.7.1         pyha2e5f31_6                  18.5 KiB   conda  pysocks-1.7.1-pyha2e5f31_6.tar.bz2
pysoundfile                           0.12.1        pyhd8ed1ab_0                  27.4 KiB   conda  pysoundfile-0.12.1-pyhd8ed1ab_0.conda
python                                3.11.9        hb806964_0_cpython            29.5 MiB   conda  python-3.11.9-hb806964_0_cpython.conda
python-dateutil                       2.9.0         pyhd8ed1ab_0                  217.5 KiB  conda  python-dateutil-2.9.0-pyhd8ed1ab_0.conda
python_abi                            3.11          4_cp311                       6.2 KiB    conda  python_abi-3.11-4_cp311.conda
pytorch                               2.4.0         py3.11_cuda12.4_cudnn9.1.0_0  1.3 GiB    conda  pytorch-2.4.0-py3.11_cuda12.4_cudnn9.1.0_0.tar.bz2
pytorch-cuda                          12.4          hc786d27_6                    7 KiB      conda  pytorch-cuda-12.4-hc786d27_6.tar.bz2
pytorch-mutex                         1.0           cuda                          2.8 KiB    conda  pytorch-mutex-1.0-cuda.tar.bz2
pyyaml                                6.0.1         py311h459d7ec_1               195.9 KiB  conda  pyyaml-6.0.1-py311h459d7ec_1.conda
qhull                                 2020.2        h434a139_5                    540 KiB    conda  qhull-2020.2-h434a139_5.conda
re2                                   2023.09.01    h7f4b329_2                    26 KiB     conda  re2-2023.09.01-h7f4b329_2.conda
readline                              8.2           h8228510_1                    274.9 KiB  conda  readline-8.2-h8228510_1.conda
referencing                           0.35.1        pyhd8ed1ab_0                  41.2 KiB   conda  referencing-0.35.1-pyhd8ed1ab_0.conda
requests                              2.32.3        pyhd8ed1ab_0                  57.4 KiB   conda  requests-2.32.3-pyhd8ed1ab_0.conda
rpds-py                               0.19.1        py311hb3a8bbb_0               323.1 KiB  conda  rpds-py-0.19.1-py311hb3a8bbb_0.conda
scikit-learn                          1.5.1         py311hd632256_0               10.1 MiB   conda  scikit-learn-1.5.1-py311hd632256_0.conda
scipy                                 1.14.0        py311h517d4fd_1               16.9 MiB   conda  scipy-1.14.0-py311h517d4fd_1.conda
setuptools                            71.0.4        pyhd8ed1ab_0                  1.4 MiB    conda  setuptools-71.0.4-pyhd8ed1ab_0.conda
six                                   1.16.0        pyh6c4a22f_0                  13.9 KiB   conda  six-1.16.0-pyh6c4a22f_0.tar.bz2
snappy                                1.2.1         ha2e4443_0                    41.5 KiB   conda  snappy-1.2.1-ha2e4443_0.conda
sox                                   14.4.2        h32e7c5b_1019                 503.3 KiB  conda  sox-14.4.2-h32e7c5b_1019.conda
soxr                                  0.1.3         h0b41bf4_3                    128.3 KiB  conda  soxr-0.1.3-h0b41bf4_3.conda
soxr-python                           0.4.0         py311h07ce7c0_0               269.1 KiB  conda  soxr-python-0.4.0-py311h07ce7c0_0.conda
svt-av1                               2.1.2         hac33072_0                    2.2 MiB    conda  svt-av1-2.1.2-hac33072_0.conda
sympy                                 1.13.0        pypyh2585a3b_103              4.3 MiB    conda  sympy-1.13.0-pypyh2585a3b_103.conda
tbb                                   2021.12.0     h434a139_3                    188.9 KiB  conda  tbb-2021.12.0-h434a139_3.conda
tensorboard                           2.17.0        pyhd8ed1ab_0                  4.9 MiB    conda  tensorboard-2.17.0-pyhd8ed1ab_0.conda
tensorboard-data-server               0.7.0         py311h63ff55d_1               4.6 MiB    conda  tensorboard-data-server-0.7.0-py311h63ff55d_1.conda
threadpoolctl                         3.5.0         pyhc1e730c_0                  23 KiB     conda  threadpoolctl-3.5.0-pyhc1e730c_0.conda
tk                                    8.6.13        noxft_h4845f30_101            3.2 MiB    conda  tk-8.6.13-noxft_h4845f30_101.conda
torchaudio                            2.4.0         py311_cu124                   6.3 MiB    conda  torchaudio-2.4.0-py311_cu124.tar.bz2
torcheval                             0.0.7                                       638.1 KiB  pypi   torcheval-0.0.7-py3-none-any.http.whl
torchtriton                           3.0.0         py311                         233.7 MiB  conda  torchtriton-3.0.0-py311.tar.bz2
torchvision                           0.19.0        py311_cu124                   8.4 MiB    conda  torchvision-0.19.0-py311_cu124.tar.bz2
tqdm                                  4.66.4        pyhd8ed1ab_0                  87.4 KiB   conda  tqdm-4.66.4-pyhd8ed1ab_0.conda
typing_extensions                     4.12.2        pyha770c72_0                  39 KiB     conda  typing_extensions-4.12.2-pyha770c72_0.conda
tzdata                                2024a         h0c530f3_0                    117 KiB    conda  tzdata-2024a-h0c530f3_0.conda
urllib3                               2.2.2         pyhd8ed1ab_1                  92.8 KiB   conda  urllib3-2.2.2-pyhd8ed1ab_1.conda
wayland                               1.23.0        h5291e77_0                    315.3 KiB  conda  wayland-1.23.0-h5291e77_0.conda
wayland-protocols                     1.36          hd8ed1ab_0                    89.2 KiB   conda  wayland-protocols-1.36-hd8ed1ab_0.conda
werkzeug                              3.0.3         pyhd8ed1ab_0                  237.2 KiB  conda  werkzeug-3.0.3-pyhd8ed1ab_0.conda
x264                                  1!164.3095    h166bdaf_2                    876.5 KiB  conda  x264-1!164.3095-h166bdaf_2.tar.bz2
x265                                  3.5           h924138e_3                    3.2 MiB    conda  x265-3.5-h924138e_3.tar.bz2
xorg-fixesproto                       5.0           h7f98852_1002                 8.9 KiB    conda  xorg-fixesproto-5.0-h7f98852_1002.tar.bz2
xorg-kbproto                          1.0.7         h7f98852_1002                 26.7 KiB   conda  xorg-kbproto-1.0.7-h7f98852_1002.tar.bz2
xorg-libice                           1.1.1         hd590300_0                    57.1 KiB   conda  xorg-libice-1.1.1-hd590300_0.conda
xorg-libsm                            1.2.4         h7391055_0                    26.8 KiB   conda  xorg-libsm-1.2.4-h7391055_0.conda
xorg-libx11                           1.8.9         hb711507_1                    812.7 KiB  conda  xorg-libx11-1.8.9-hb711507_1.conda
xorg-libxau                           1.0.11        hd590300_0                    14.1 KiB   conda  xorg-libxau-1.0.11-hd590300_0.conda
xorg-libxdmcp                         1.1.3         h7f98852_0                    18.7 KiB   conda  xorg-libxdmcp-1.1.3-h7f98852_0.tar.bz2
xorg-libxext                          1.3.4         h0b41bf4_2                    49 KiB     conda  xorg-libxext-1.3.4-h0b41bf4_2.conda
xorg-libxfixes                        5.0.3         h7f98852_1004                 17.7 KiB   conda  xorg-libxfixes-5.0.3-h7f98852_1004.tar.bz2
xorg-libxrender                       0.9.11        hd590300_0                    36.9 KiB   conda  xorg-libxrender-0.9.11-hd590300_0.conda
xorg-renderproto                      0.11.1        h7f98852_1002                 9.4 KiB    conda  xorg-renderproto-0.11.1-h7f98852_1002.tar.bz2
xorg-xextproto                        7.3.0         h0b41bf4_1003                 29.6 KiB   conda  xorg-xextproto-7.3.0-h0b41bf4_1003.conda
xorg-xproto                           7.0.31        h7f98852_1007                 73.2 KiB   conda  xorg-xproto-7.0.31-h7f98852_1007.tar.bz2
xz                                    5.2.6         h166bdaf_0                    408.6 KiB  conda  xz-5.2.6-h166bdaf_0.tar.bz2
yaml                                  0.2.5         h7f98852_2                    87.1 KiB   conda  yaml-0.2.5-h7f98852_2.tar.bz2
zipp                                  3.19.2        pyhd8ed1ab_0                  20.4 KiB   conda  zipp-3.19.2-pyhd8ed1ab_0.conda
zlib                                  1.3.1         h4ab18f5_1                    90.8 KiB   conda  zlib-1.3.1-h4ab18f5_1.conda
zstandard                             0.23.0        py311h5cd10c7_0               406.6 KiB  conda  zstandard-0.23.0-py311h5cd10c7_0.conda
zstd                                  1.5.6         ha6fb4c9_0                    541.8 KiB  conda  zstd-1.5.6-ha6fb4c9_0.conda
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