5e7c2d6cef
GitOrigin-RevId: f99e5f03cc0aa231ab5950a15ed02afec45ed51a
198 lines
5.3 KiB
Nix
198 lines
5.3 KiB
Nix
{ lib
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, python3
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, fetchFromGitHub
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, espeak-ng
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, tts
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}:
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let
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python = python3.override {
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packageOverrides = self: super: {
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torch = super.torch-bin;
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torchvision = super.torchvision-bin;
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tensorflow = super.tensorflow-bin;
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};
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};
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in
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python.pkgs.buildPythonApplication rec {
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pname = "tts";
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version = "0.17.4";
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format = "pyproject";
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src = fetchFromGitHub {
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owner = "coqui-ai";
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repo = "TTS";
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rev = "refs/tags/v${version}";
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hash = "sha256-yZHdPqvYmlq/ZKeinez4MmO9+jCIl9JAD0t/tc/Uz8c=";
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};
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postPatch = let
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relaxedConstraints = [
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"bnunicodenormalizer"
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"cython"
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"gruut"
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"inflect"
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"librosa"
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"mecab-python3"
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"numba"
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"numpy"
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"unidic-lite"
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"trainer"
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];
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in ''
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sed -r -i \
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${lib.concatStringsSep "\n" (map (package:
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''-e 's/${package}\s*[<>=]+.+/${package}/g' \''
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) relaxedConstraints)}
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requirements.txt
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sed -r -i \
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${lib.concatStringsSep "\n" (map (package:
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''-e 's/${package}\s*[<>=]+[^"]+/${package}/g' \''
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) relaxedConstraints)}
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pyproject.toml
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# only used for notebooks and visualization
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sed -r -i -e '/umap-learn/d' requirements.txt
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'';
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nativeBuildInputs = with python.pkgs; [
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cython
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packaging
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];
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propagatedBuildInputs = with python.pkgs; [
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anyascii
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bangla
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bnnumerizer
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bnunicodenormalizer
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coqpit
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einops
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encodec
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flask
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fsspec
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g2pkk
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gdown
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gruut
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inflect
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jamo
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jieba
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k-diffusion
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librosa
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matplotlib
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mecab-python3
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nltk
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numba
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packaging
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pandas
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pypinyin
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pysbd
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scipy
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soundfile
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tensorflow
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torch-bin
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torchaudio-bin
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tqdm
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trainer
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transformers
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unidic-lite
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webrtcvad
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];
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postInstall = ''
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cp -r TTS/server/templates/ $out/${python.sitePackages}/TTS/server
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# cython modules are not installed for some reasons
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(
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cd TTS/tts/utils/monotonic_align
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${python.pythonForBuild.interpreter} setup.py install --prefix=$out
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)
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'';
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# tests get stuck when run in nixpkgs-review, tested in passthru
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doCheck = false;
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passthru.tests.pytest = tts.overridePythonAttrs (_: { doCheck = true; });
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nativeCheckInputs = with python.pkgs; [
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espeak-ng
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pytestCheckHook
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];
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preCheck = ''
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# use the installed TTS in $PYTHONPATH instead of the one from source to also have cython modules.
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mv TTS{,.old}
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export PATH=$out/bin:$PATH
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# numba tries to write to HOME directory
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export HOME=$TMPDIR
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for file in $(grep -rl 'python TTS/bin' tests); do
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substituteInPlace "$file" \
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--replace "python TTS/bin" "${python.interpreter} $out/lib/${python.libPrefix}/site-packages/TTS/bin"
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done
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'';
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disabledTests = [
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# Requires network acccess to download models
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"test_korean_text_to_phonemes"
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"test_models_offset_0_step_3"
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"test_models_offset_1_step_3"
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"test_models_offset_2_step_3"
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"test_run_all_models"
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"test_synthesize"
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"test_voice_cloning"
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"test_voice_conversion"
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"test_multi_speaker_multi_lingual_model"
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"test_single_speaker_model"
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# Mismatch between phonemes
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"test_text_to_ids_phonemes_with_eos_bos_and_blank"
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# Takes too long
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"test_parametrized_wavernn_dataset"
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];
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disabledTestPaths = [
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# phonemes mismatch between espeak-ng and gruuts phonemizer
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"tests/text_tests/test_phonemizer.py"
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# no training, it takes too long
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"tests/aux_tests/test_speaker_encoder_train.py"
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"tests/tts_tests/test_align_tts_train.py"
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"tests/tts_tests/test_fast_pitch_speaker_emb_train.py"
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"tests/tts_tests/test_fast_pitch_train.py"
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"tests/tts_tests/test_fastspeech_2_speaker_emb_train.py"
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"tests/tts_tests/test_fastspeech_2_train.py"
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"tests/tts_tests/test_glow_tts_d-vectors_train.py"
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"tests/tts_tests/test_glow_tts_speaker_emb_train.py"
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"tests/tts_tests/test_glow_tts_train.py"
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"tests/tts_tests/test_neuralhmm_tts_train.py"
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"tests/tts_tests/test_overflow_train.py"
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"tests/tts_tests/test_speedy_speech_train.py"
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"tests/tts_tests/test_tacotron2_d-vectors_train.py"
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"tests/tts_tests/test_tacotron2_speaker_emb_train.py"
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"tests/tts_tests/test_tacotron2_train.py"
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"tests/tts_tests/test_tacotron_train.py"
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"tests/tts_tests/test_vits_d-vectors_train.py"
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"tests/tts_tests/test_vits_multilingual_speaker_emb_train.py"
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"tests/tts_tests/test_vits_multilingual_train-d_vectors.py"
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"tests/tts_tests/test_vits_speaker_emb_train.py"
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"tests/tts_tests/test_vits_train.py"
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"tests/vocoder_tests/test_wavegrad_train.py"
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"tests/vocoder_tests/test_parallel_wavegan_train.py"
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"tests/vocoder_tests/test_fullband_melgan_train.py"
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"tests/vocoder_tests/test_hifigan_train.py"
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"tests/vocoder_tests/test_multiband_melgan_train.py"
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"tests/vocoder_tests/test_melgan_train.py"
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"tests/vocoder_tests/test_wavernn_train.py"
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# only a feed forward test, but still takes too long
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"tests/tts_tests/test_overflow.py"
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];
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passthru = {
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inherit python;
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};
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meta = with lib; {
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homepage = "https://github.com/coqui-ai/TTS";
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changelog = "https://github.com/coqui-ai/TTS/releases/tag/v${version}";
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description = "Deep learning toolkit for Text-to-Speech, battle-tested in research and production";
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license = licenses.mpl20;
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maintainers = teams.tts.members;
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};
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}
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