fTh:SrSSKrSSKJr SSKJrJrJr SSKJ r J r J r SSK J r JrJr SS KJr SS KJr "S S \ S S9r"SS\ 5rS/rg)z% Speech processor class for Wav2Vec2 N)contextmanager)ListOptionalUnion)ProcessingKwargsProcessorMixinUnpack) AudioInputPreTokenizedInput TextInput)Wav2Vec2FeatureExtractor)Wav2Vec2CTCTokenizerc\rSrSr0rSrg)Wav2Vec2ProcessorKwargsN)__name__ __module__ __qualname____firstlineno__ _defaults__static_attributes__rh/var/www/auris/envauris/lib/python3.13/site-packages/transformers/models/wav2vec2/processing_wav2vec2.pyrrsIrrF)totalc ^\rSrSrSrSrSrU4Sjr\U4Sj5r SS\ S\ \ \ \\ \\4S \\4S jjrS rS rS r\S5rSrU=r$)Wav2Vec2Processor!aw Constructs a Wav2Vec2 processor which wraps a Wav2Vec2 feature extractor and a Wav2Vec2 CTC tokenizer into a single processor. [`Wav2Vec2Processor`] offers all the functionalities of [`Wav2Vec2FeatureExtractor`] and [`PreTrainedTokenizer`]. See the docstring of [`~Wav2Vec2Processor.__call__`] and [`~Wav2Vec2Processor.decode`] for more information. Args: feature_extractor (`Wav2Vec2FeatureExtractor`): An instance of [`Wav2Vec2FeatureExtractor`]. The feature extractor is a required input. tokenizer ([`PreTrainedTokenizer`]): An instance of [`PreTrainedTokenizer`]. The tokenizer is a required input. r AutoTokenizercT>[TU]X5 URUlSUlg)NF)super__init__feature_extractorcurrent_processor_in_target_context_manager)selfr% tokenizer __class__s rr$Wav2Vec2Processor.__init__3s' *6!%!7!7*/'rc >[TU]"U40UD6$![[4a` [R "SUR S3[5 [R"U40UD6n[R"U40UD6nU"X4S9s$f=f)NzLoading a tokenizer inside a from a config that does not include a `tokenizer_class` attribute is deprecated and will be removed in v5. Please add `'tokenizer_class': 'Wav2Vec2CTCTokenizer'` attribute to either your `config.json` or `tokenizer_config.json` file to suppress this warning: )r%r)) r#from_pretrainedOSError ValueErrorwarningswarnr FutureWarningrr)clspretrained_model_name_or_pathkwargsr%r)r*s rr-!Wav2Vec2Processor.from_pretrained8s Q7*+HSFS S$ Q MM-cll^<22   !9 H HIf qjp q ,<<=Ze^deI):P P QsA-BBaudiotextr5c SU;a'[R"S5 URS5nUcUc [S5eUR"[ 4SUR R0UD6nUR(a UR"U40USDUSDUSD6$UbUR"U40USD6nUbUR "U40USD6nUcW$UcW$WSWS 'U$) a When used in normal mode, this method forwards all its arguments to Wav2Vec2FeatureExtractor's [`~Wav2Vec2FeatureExtractor.__call__`] and returns its output. If used in the context [`~Wav2Vec2Processor.as_target_processor`] this method forwards all its arguments to PreTrainedTokenizer's [`~PreTrainedTokenizer.__call__`]. Please refer to the docstring of the above two methods for more information. raw_speechzLUsing `raw_speech` as a keyword argument is deprecated. Use `audio` instead.zAYou need to specify either an `audio` or `text` input to process.tokenizer_init_kwargs audio_kwargs text_kwargs common_kwargs input_idslabels) r0r1popr/ _merge_kwargsrr) init_kwargsr'r&r%) r(r7r8imagesvideosr5 output_kwargsinputs encodingss r__call__Wav2Vec2Processor.__call__Ks  6 ! MMh iJJ|,E =T\`a a** # "&.."<"<   * *))/ . 0    ++ES]>5RSF  tL}]/KLI <M ] (5F8 MrcUR(aURR"U0UD6$URSS5nURSS5n[ U5S:a USnUSSnUb UR R"U/UQ70UD6nUbUR R"U40UD6nUcU$UcU$USUS'U$)a When used in normal mode, this method forwards all its arguments to Wav2Vec2FeatureExtractor's [`~Wav2Vec2FeatureExtractor.pad`] and returns its output. If used in the context [`~Wav2Vec2Processor.as_target_processor`] this method forwards all its arguments to PreTrainedTokenizer's [`~PreTrainedTokenizer.pad`]. Please refer to the docstring of the above two methods for more information. input_featuresNr@rrr?)r'r&padrAlenr%r))r(argsr5rLr@s rrMWav2Vec2Processor.pad|s  * *))--t>v> >$4d;Hd+ t9q=!!WN8D  %!3377XXQWXN  ^^''9&9F >! !  #M'-k':N8 $! !rc:URR"U0UD6$)z This method forwards all its arguments to PreTrainedTokenizer's [`~PreTrainedTokenizer.batch_decode`]. Please refer to the docstring of this method for more information. )r) batch_decoder(rOr5s rrRWav2Vec2Processor.batch_decodes ~~**D;F;;rc:URR"U0UD6$)z This method forwards all its arguments to PreTrainedTokenizer's [`~PreTrainedTokenizer.decode`]. Please refer to the docstring of this method for more information. )r)decoderSs rrVWav2Vec2Processor.decodes ~~$$d5f55rc## [R"S5 SUlURUlSv UR UlSUlg7f)zt Temporarily sets the tokenizer for processing the input. Useful for encoding the labels when fine-tuning Wav2Vec2. z`as_target_processor` is deprecated and will be removed in v5 of Transformers. You can process your labels by using the argument `text` of the regular `__call__` method (either in the same call as your audio inputs, or in a separate call.TNF)r0r1r'r)r&r%)r(s ras_target_processor%Wav2Vec2Processor.as_target_processorsG   8 +/'!% !%!7!7*/'sA A)r'r&)NNNN)rrrr__doc__feature_extractor_classtokenizer_classr$ classmethodr-r rrstrrr r r rrIrMrRrVrrYr __classcell__)r*s@rrr!s 9%O0 QQ(!NR //uS$s)Y8IIJK/ 01 /b"<<600rr)r[r0 contextlibrtypingrrrprocessing_utilsrr r tokenization_utils_baser r r feature_extraction_wav2vec2rtokenization_wav2vec2rrr__all__rrrrhsR%((HHOOA7.eV0V0r  r