speaker_id, sex and accent

babelbox_voice.py

@@ -69,7 +69,10 @@ class BabelboxVoice(datasets.GeneratorBasedBuilder):
                 {
                     "path": datasets.Value("string"),
                     "audio": datasets.features.Audio(sampling_rate=16_000),
-                    "sentence": datasets.Value("string")
+                    "sentence": datasets.Value("string"),
+                    "speaker_id": datasets.Value("string"),
+                    "sex": datasets.Value("string"),
+                    "accent": datasets.Value("string"),
                 }
             )
         else:
@@ -77,7 +80,10 @@ class BabelboxVoice(datasets.GeneratorBasedBuilder):
                 {
                     "path": datasets.Value("string"),
                     "audio": datasets.features.Audio(sampling_rate=16_000),
-                    "sentence": datasets.Value("string")
+                    "sentence": datasets.Value("string"),
+                    "speaker_id": datasets.Value("string"),
+                    "sex": datasets.Value("string"),
+                    "accent": datasets.Value("string"),
                 }
             )
       
@@ -94,14 +100,28 @@ class BabelboxVoice(datasets.GeneratorBasedBuilder):
         metadata_path = dl_manager.download(metadata_url)
         local_extracted_metadata_path = dl_manager.extract(metadata_path) if not dl_manager.is_streaming else None
         
+        
+        def clean_sentence(sentence):
+            return (sentence
+                .replace("\\Komma", "",)
+                .replace("\\Punkt", "")
+                .replace("\\Utropstecken", "")
+                .replace("\\Frågetecken", ""))
+        
         metadata_archive = dl_manager.iter_archive(metadata_path)
         metadata = {}
         for path, file in metadata_archive:
             reader = csv.DictReader(codecs.iterdecode(file, 'utf-8'))
             for row in tqdm(reader, desc="Reading metadata..."):
                         filename = row['filename_channel_1']
-                        sentence = row['text']
-                        metadata[filename] = sentence
+                        metadata_item = {
+                            'sentence': clean_sentence(row['text']), 
+                            'speaker_id': row['Speaker_ID'],
+                            'sex': row['Sex'],
+                            'accent': row['Region_of_Youth']
+                        }
+                        
+                        metadata[filename] = metadata_item
                         
         return metadata
         
@@ -128,14 +148,28 @@ class BabelboxVoice(datasets.GeneratorBasedBuilder):
     def _generate_examples(self, local_extracted_archive_paths, archives, metadata):
            
             sampling_rate = 16000
+            
+            def filter_sentence(sentence):
+                if "... tyst under denna inspelning ..." in  sentence: return False
+                return True
                               
             for i, audio_archive in enumerate(archives):
                 for path, file in audio_archive:
                     if local_extracted_archive_paths == False:
                         path = os.path.join(local_extracted_archive_paths[i], path) 
-                    result = dict()          
-                    result["path"] = path
-                    result["audio"] = {"path": path, "bytes": file.read()}
-                    result["sentence"] = metadata[path] 
+                        
+                    metadata_item = metadata[path] 
+                    
+                    if filter_sentence(metadata_item['sentence']) == False: continue
+                
+                    result = {
+                        'path' : path,
+                        'audio' : {"path": path, "bytes": file.read() },
+                        'sentence' : metadata_item['sentence'],
+                        'speaker_id' : metadata_item['speaker_id'],
+                        'sex' : metadata_item['sex'],
+                        'accent' : metadata_item['accent']
+                    }
+                    
                     yield path, result