Update files from the datasets library (from 1.13.3)

Release notes: https://github.com/huggingface/datasets/releases/tag/1.13.3

README.md

@@ -254,7 +254,7 @@ English
 A typical data point comprises the path to the audio file, called path and its sentence. Additional fields include accent, age, client_id, up_votes down_votes, gender, locale and segment.
 
 `
-{'accent': 'netherlands', 'age': 'fourties', 'client_id': 'bbbcb732e0f422150c30ff3654bbab572e2a617da107bca22ff8b89ab2e4f124d03b6a92c48322862f60bd0179ae07baf0f9b4f9c4e11d581e0cec70f703ba54', 'down_votes': 0, 'gender': 'male', 'locale': 'nl', 'path': 'nl/clips/common_voice_nl_23522441.mp3', 'segment': "''", 'sentence': 'Ik vind dat een dubieuze procedure.', 'up_votes': 2}
+{'accent': 'netherlands', 'age': 'fourties', 'client_id': 'bbbcb732e0f422150c30ff3654bbab572e2a617da107bca22ff8b89ab2e4f124d03b6a92c48322862f60bd0179ae07baf0f9b4f9c4e11d581e0cec70f703ba54', 'down_votes': 0, 'gender': 'male', 'locale': 'nl', 'path': 'nl/clips/common_voice_nl_23522441.mp3', 'segment': "''", 'sentence': 'Ik vind dat een dubieuze procedure.', 'up_votes': 2, 'audio': {'path': `nl/clips/common_voice_nl_23522441.mp3', 'array': array([-0.00048828, -0.00018311, -0.00137329, ...,  0.00079346, 0.00091553,  0.00085449], dtype=float32), 'sampling_rate': 48000}
 `
 
 ### Data Fields
@@ -263,6 +263,8 @@ client_id: An id for which client (voice) made the recording
 
 path: The path to the audio file
 
+audio: A dictionary containing the path to the downloaded audio file, the decoded audio array, and the sampling rate. Note that when accessing the audio column: `dataset[0]["audio"]` the audio file is automatically decoded and resampled to `dataset.features["audio"].sampling_rate`. Decoding and resampling of a large number of audio files might take a significant amount of time. Thus it is important to first query the sample index before the `"audio"` column, *i.e.* `dataset[0]["audio"]` should **always** be preferred over `dataset["audio"][0]`.
+
 sentence: The sentence the user was prompted to speak
 
 up_votes: How many upvotes the audio file has received from reviewers
@@ -362,4 +364,4 @@ The dataset consists of people who have donated their voice online.  You agree t
 
 ### Contributions
 
-Thanks to [@BirgerMoell](https://github.com/BirgerMoell) for adding this dataset.
+Thanks to [@BirgerMoell](https://github.com/BirgerMoell) for adding this dataset.

common_voice.py

@@ -632,6 +632,7 @@ class CommonVoice(datasets.GeneratorBasedBuilder):
             {
                 "client_id": datasets.Value("string"),
                 "path": datasets.Value("string"),
+                "audio": datasets.features.Audio(sampling_rate=48_000),
                 "sentence": datasets.Value("string"),
                 "up_votes": datasets.Value("int64"),
                 "down_votes": datasets.Value("int64"),
@@ -702,6 +703,9 @@ class CommonVoice(datasets.GeneratorBasedBuilder):
     def _generate_examples(self, filepath, path_to_clips):
         """Yields examples."""
         data_fields = list(self._info().features.keys())
+
+        # audio is not a header of the csv files
+        data_fields.remove("audio")
         path_idx = data_fields.index("path")
 
         with open(filepath, encoding="utf-8") as f:
@@ -723,4 +727,9 @@ class CommonVoice(datasets.GeneratorBasedBuilder):
                 if len(field_values) < len(data_fields):
                     field_values += (len(data_fields) - len(field_values)) * ["''"]
 
-                yield id_, {key: value for key, value in zip(data_fields, field_values)}
+                result = {key: value for key, value in zip(data_fields, field_values)}
+
+                # set audio feature
+                result["audio"] = field_values[path_idx]
+
+                yield id_, result