[PretrainedFeatureExtractor] + Wav2Vec2FeatureExtractor, Wav2Vec2Processor, Wav2Vec2Tokenizer (#10324)

* push to show

* small improvement

* small improvement

* Update src/transformers/feature_extraction_utils.py

* Update src/transformers/feature_extraction_utils.py

* implement base

* add common tests

* make all tests pass for wav2vec2

* make padding work & add more tests

* finalize feature extractor utils

* add call method to feature extraction

* finalize feature processor

* finish tokenizer

* finish general processor design

* finish tests

* typo

* remove bogus file

* finish docstring

* add docs

* finish docs

* small fix

* correct docs

* save intermediate

* load changes

* apply changes

* apply changes to doc

* change tests

* apply surajs recommend

* final changes

* Apply suggestions from code review

* fix typo

* fix import

* correct docstring

utils/check_repo.py

@@ -372,6 +372,7 @@ DEPRECATED_OBJECTS = [
     "TextDataset",
     "TextDatasetForNextSentencePrediction",
     "Wav2Vec2ForMaskedLM",
+    "Wav2Vec2Tokenizer",
     "glue_compute_metrics",
     "glue_convert_examples_to_features",
     "glue_output_modes",