h nSSKrSSKrSSKJr SSKJrJr SSKJr SSK J r SSK J r Sr "SS \ 5rg) N)Path)TupleUnion)Tensor)Dataset)_load_waveformi>c \rSrSrSrS S\\\4S\4SjjrS\ S\ \\ \\ \\\\44Sjr S\ 4S jr S\ S\ \ \ \\ \\\\44S jrS rg )FluentSpeechCommands a*Fluent Speech Commands* :cite:`fluent` dataset Args: root (str of Path): Path to the directory where the dataset is found. subset (str, optional): subset of the dataset to use. Options: [``"train"``, ``"valid"``, ``"test"``]. (Default: ``"train"``) rootsubsetcUS;a [S5e[R"U5n[RR US5Ul[RR UR 5(d [S5e[RR UR SUS35n[U5n[R"U5n[U5nSSS5 WSUl USSUl g!,(df  N#=f) N)trainvalidtestz2`subset` must be one of ['train', 'valid', 'test']fluent_speech_commands_datasetzDataset not found.dataz _data.csvr) ValueErrorosfspathpathjoin_pathisdir RuntimeErroropencsvreaderlistheaderr)selfr r subset_path subset_csv subset_readerrs Z/var/www/auris/envauris/lib/python3.13/site-packages/torchaudio/datasets/fluentcommands.py__init__FluentSpeechCommands.__init__s 3 3QR RyyWW\\$(HI ww}}TZZ((34 4ggll4::v&7KL + *JJz2M &D1g H  s ?"C>> D nreturncURUnX RRS5RS5SnURS5SnUSSupEpgn[R R SS XCS 35n U [X4XVXx4$) aGet metadata for the n-th sample from the dataset. Returns filepath instead of waveform, but otherwise returns the same fields as :py:func:`__getitem__`. Args: n (int): The index of the sample to be loaded Returns: Tuple of the following items; str: Path to audio int: Sample rate str: File name int: Speaker ID str: Transcription str: Action str: Object str: Location r/.rNwavsspeakersz.wav)rr!indexsplitrrr SAMPLE_RATE) r"r)sample file_name speaker_id transcriptionactionobjlocation file_paths r& get_metadata!FluentSpeechCommands.get_metadata)s61;;,,V45;;C@D OOC(+ ;A!":8 6GGLLZ;dAST +ymUXbbc,[UR5$)N)lenr)r"s r&__len__FluentSpeechCommands.__len__Ms499~r?cpURU5n[URUSUS5nU4USS-$)agLoad the n-th sample from the dataset. Args: n (int): The index of the sample to be loaded Returns: Tuple of the following items; Tensor: Waveform int: Sample rate str: File name int: Speaker ID str: Transcription str: Action str: Object str: Location rrN)r=rr)r"r)metadatawaveforms r& __getitem__ FluentSpeechCommands.__getitem__PsA4$$Q'!$**hqk8A;G{Xab\))r?)rrr!N)r)__name__ __module__ __qualname____firstlineno____doc__rstrrr'intrr=rBrrG__static_attributes__r?r&r r sU39-s$"cc"ceCc3S#s,R&S"cH*S*U63S#sCQT+T%U*r?r )rrpathlibrtypingrrtorchrtorch.utils.datartorchaudio.datasets.utilsrr4r rQr?r&rWs- $4 _*7_*r?