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dev-python/transformers

Transformers: the model-definition framework for state-of-the-art machine learning models in text, vision, audio, and multimodal models, for both inference and training.

Screenshots

  • transformers-5.0.0
    ~amd64 ~x86
    accelerate audio deepspeed ftfy hf-xet hub-kernels integrations ja modelcreation optuna ray retrieval sagemaker serving sklearn speech tokenizers torch python_targets_python3_11 python_targets_python3_12 python_targets_python3_13 python_targets_python3_14

    View      Download      Browse     License: Apache 2.0 License   
    Overlay: pypi

Runtime Dependencies

transformers-5.0.0





dev-python/filelock[python_targets_python3_11
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,python_targets_python3_12
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,python_targets_python3_13
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,python_targets_python3_14
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]




dev-python/huggingface-hub[python_targets_python3_11
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,python_targets_python3_12
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,python_targets_python3_13
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,python_targets_python3_14
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]




>=dev-python/numpy-1.17[python_targets_python3_11
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,python_targets_python3_12
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,python_targets_python3_13
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,python_targets_python3_14
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]




>=dev-python/packaging-20.0[python_targets_python3_11
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,python_targets_python3_12
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,python_targets_python3_13
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,python_targets_python3_14
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]




>=dev-python/pyyaml-5.1[python_targets_python3_11
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,python_targets_python3_12
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?
,python_targets_python3_13
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?
,python_targets_python3_14
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]




>dev-python/regex-2019.12.17[python_targets_python3_11
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,python_targets_python3_12
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,python_targets_python3_13
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,python_targets_python3_14
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]




dev-python/tokenizers[python_targets_python3_11
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,python_targets_python3_12
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,python_targets_python3_13
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,python_targets_python3_14
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]




dev-python/typer-slim[python_targets_python3_11
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,python_targets_python3_12
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,python_targets_python3_13
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,python_targets_python3_14
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]




dev-python/safetensors[python_targets_python3_11
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,python_targets_python3_12
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,python_targets_python3_13
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?
,python_targets_python3_14
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]




>=dev-python/tqdm-4.27[python_targets_python3_11
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,python_targets_python3_12
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?
,python_targets_python3_13
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?
,python_targets_python3_14
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]

ja?
      ( dev-python/fugashi[python_targets_python3_11
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      ?
,python_targets_python3_12
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      ?
,python_targets_python3_13
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      ?
,python_targets_python3_14
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] )

ja?
      ( dev-python/ipadic[python_targets_python3_11
            (-)
      ?
,python_targets_python3_12
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      ?
,python_targets_python3_13
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      ?
,python_targets_python3_14
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] )

ja?
      ( dev-python/unidic-lite[python_targets_python3_11
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      ?
,python_targets_python3_12
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      ?
,python_targets_python3_13
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      ?
,python_targets_python3_14
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] )

ja?
      ( dev-python/unidic[python_targets_python3_11
            (-)
      ?
,python_targets_python3_12
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      ?
,python_targets_python3_13
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      ?
,python_targets_python3_14
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      ?
] )

ja?
      ( dev-python/SudachiPy[python_targets_python3_11
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      ?
,python_targets_python3_12
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      ?
,python_targets_python3_13
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      ?
,python_targets_python3_14
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      ?
] )

ja?
      ( dev-python/SudachiDict-core[python_targets_python3_11
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      ?
,python_targets_python3_12
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      ?
,python_targets_python3_13
            (-)
      ?
,python_targets_python3_14
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      ?
] )

ja?
      ( dev-python/rhoknp[python_targets_python3_11
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      ?
,python_targets_python3_12
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      ?
,python_targets_python3_13
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      ?
,python_targets_python3_14
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] )

sklearn?
      ( dev-python/scikit-learn[python_targets_python3_11
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      ?
,python_targets_python3_12
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,python_targets_python3_13
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,python_targets_python3_14
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] )

torch?
      ( dev-python/torch[python_targets_python3_11
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,python_targets_python3_12
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,python_targets_python3_13
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,python_targets_python3_14
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] )

torch?
      ( dev-python/accelerate[python_targets_python3_11
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      ?
,python_targets_python3_12
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,python_targets_python3_13
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,python_targets_python3_14
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] )

accelerate?
      ( dev-python/accelerate[python_targets_python3_11
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      ?
,python_targets_python3_12
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      ?
,python_targets_python3_13
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      ?
,python_targets_python3_14
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      ?
] )

hf-xet?
      ( dev-python/hf-xet[python_targets_python3_11
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      ?
,python_targets_python3_12
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      ?
,python_targets_python3_13
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      ?
,python_targets_python3_14
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      ?
] )

retrieval?
      ( dev-python/faiss-cpu[python_targets_python3_11
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      ?
,python_targets_python3_12
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,python_targets_python3_13
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,python_targets_python3_14
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] )

retrieval?
      ( dev-python/datasets[python_targets_python3_11
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,python_targets_python3_12
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,python_targets_python3_13
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,python_targets_python3_14
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] )

tokenizers?
      ( dev-python/tokenizers[python_targets_python3_11
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,python_targets_python3_12
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,python_targets_python3_13
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,python_targets_python3_14
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] )

ftfy?
      ( dev-python/ftfy[python_targets_python3_11
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      ?
,python_targets_python3_12
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,python_targets_python3_13
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,python_targets_python3_14
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] )

modelcreation?
      ( dev-python/cookiecutter[python_targets_python3_11
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,python_targets_python3_12
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,python_targets_python3_13
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,python_targets_python3_14
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] )

sagemaker?
      ( dev-python/sagemaker[python_targets_python3_11
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      ?
,python_targets_python3_12
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      ?
,python_targets_python3_13
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      ?
,python_targets_python3_14
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      ?
] )

deepspeed?
      ( dev-python/deepspeed[python_targets_python3_11
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      ?
,python_targets_python3_12
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      ?
,python_targets_python3_13
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      ?
,python_targets_python3_14
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      ?
] )

deepspeed?
      ( dev-python/accelerate[python_targets_python3_11
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      ?
,python_targets_python3_12
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      ?
,python_targets_python3_13
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      ?
,python_targets_python3_14
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      ?
] )

optuna?
      ( dev-python/optuna[python_targets_python3_11
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      ?
,python_targets_python3_12
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      ?
,python_targets_python3_13
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      ?
,python_targets_python3_14
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      ?
] )

ray?
      ( dev-python/ray[python_targets_python3_11
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      ?
,python_targets_python3_12
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      ?
,python_targets_python3_13
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      ?
,python_targets_python3_14
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      ?
] )

hub-kernels?
      ( dev-python/kernels[python_targets_python3_11
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      ?
,python_targets_python3_12
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      ?
,python_targets_python3_13
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,python_targets_python3_14
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] )

integrations?
      ( dev-python/kernels[python_targets_python3_11
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      ?
,python_targets_python3_12
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      ?
,python_targets_python3_13
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,python_targets_python3_14
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      ?
] )

integrations?
      ( dev-python/optuna[python_targets_python3_11
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      ?
,python_targets_python3_12
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      ?
,python_targets_python3_13
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      ?
,python_targets_python3_14
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      ?
] )

integrations?
      ( dev-python/ray[python_targets_python3_11
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      ?
,python_targets_python3_12
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      ?
,python_targets_python3_13
            (-)
      ?
,python_targets_python3_14
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      ?
] )

serving?
      ( dev-python/openai[python_targets_python3_11
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      ?
,python_targets_python3_12
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      ?
,python_targets_python3_13
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,python_targets_python3_14
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] )

serving?
      ( >=dev-python/pydantic-2.0[python_targets_python3_11
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      ?
,python_targets_python3_12
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,python_targets_python3_13
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,python_targets_python3_14
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      ?
] )

serving?
      ( dev-python/uvicorn[python_targets_python3_11
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      ?
,python_targets_python3_12
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      ?
,python_targets_python3_13
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,python_targets_python3_14
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      ?
] )

serving?
      ( dev-python/fastapi[python_targets_python3_11
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      ?
,python_targets_python3_12
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      ?
,python_targets_python3_13
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      ?
,python_targets_python3_14
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      ?
] )

serving?
      ( dev-python/starlette[python_targets_python3_11
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      ?
,python_targets_python3_12
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      ?
,python_targets_python3_13
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      ?
,python_targets_python3_14
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      ?
] )

serving?
      ( dev-python/rich[python_targets_python3_11
            (-)
      ?
,python_targets_python3_12
            (-)
      ?
,python_targets_python3_13
            (-)
      ?
,python_targets_python3_14
            (-)
      ?
] )

serving?
      ( dev-python/torch[python_targets_python3_11
            (-)
      ?
,python_targets_python3_12
            (-)
      ?
,python_targets_python3_13
            (-)
      ?
,python_targets_python3_14
            (-)
      ?
] )

serving?
      ( dev-python/accelerate[python_targets_python3_11
            (-)
      ?
,python_targets_python3_12
            (-)
      ?
,python_targets_python3_13
            (-)
      ?
,python_targets_python3_14
            (-)
      ?
] )

audio?
      ( dev-python/librosa[python_targets_python3_11
            (-)
      ?
,python_targets_python3_12
            (-)
      ?
,python_targets_python3_13
            (-)
      ?
,python_targets_python3_14
            (-)
      ?
] )

audio?
      ( dev-python/pyctcdecode[python_targets_python3_11
            (-)
      ?
,python_targets_python3_12
            (-)
      ?
,python_targets_python3_13
            (-)
      ?
,python_targets_python3_14
            (-)
      ?
] )

audio?
      ( dev-python/phonemizer[python_targets_python3_11
            (-)
      ?
,python_targets_python3_12
            (-)
      ?
,python_targets_python3_13
            (-)
      ?
,python_targets_python3_14
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      ?
] )

audio?
      ( dev-python/kenlm[python_targets_python3_11
            (-)
      ?
,python_targets_python3_12
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      ?
,python_targets_python3_13
            (-)
      ?
,python_targets_python3_14
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      ?
] )

speech?
      ( dev-python/torchaudio[python_targets_python3_11
            (-)
      ?
,python_targets_python3_12
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      ?
,python_targets_python3_13
            (-)
      ?
,python_targets_python3_14
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      ?
] )

speech?
      ( dev-python/librosa[python_targets_python3_11
            (-)
      ?
,python_targets_python3_12
            (-)
      ?
,python_targets_python3_13
            (-)
      ?
,python_targets_python3_14
            (-)
      ?
] )

python_targets_python3_11?
      ( dev-lang/python:3.11 )

python_targets_python3_12?
      ( dev-lang/python:3.12 )

python_targets_python3_13?
      ( dev-lang/python:3.13 )

python_targets_python3_14?
      ( dev-lang/python:3.14 )