init

filter_audio.py

@@ -37,6 +37,8 @@ for i in tqdm(list(range(line_no_start, line_no_end))):
         continue
     i = loader(files[i])
     for lang_side in [sides_rev[1], sides_rev[2]]:
+        if f"{lang_side}.path" not in i:
+            continue
         audio_file = i[f"{lang_side}.path"]
         start, end = i[f"{lang_side}.duration_start"], i[f"{lang_side}.duration_end"]
         if os.path.exists(audio_file):

push_s2s_translation.py

@@ -50,37 +50,37 @@ data_dict.update(
 audio_dataset = Dataset.from_dict(data_dict)
 audio_dataset = audio_dataset.cast_column(f"{sides_rev[1]}.audio", Audio())
 audio_dataset = audio_dataset.cast_column(f"{sides_rev[2]}.audio", Audio())
-
-# remove instances with broken audio files
-broken_files = []
-for i in tqdm(range(len(audio_dataset))):
-    try:
-        a = audio_dataset[i]
-        flag = True
-        for side_id in sides_rev.keys():
-            start = a[f"{sides_rev[side_id]}.duration_start"]
-            end = a[f"{sides_rev[side_id]}.duration_end"]
-            array = a[f"{sides_rev[side_id]}.audio"]["array"]
-            flag = 0 < start < end < len(array)
-        if not flag:
-            broken_files.append(i)
-    except LibsndfileError:
-        broken_files.append(i)
-        continue
-print(f"features (removed broken audio): {len(audio_dataset) - len(broken_files)}")
-if len(broken_files) > 0:
-    print(f"found {len(broken_files)} broken files:")
-    flag = input("delete the broken files? (y/n): ")
-    if flag == "y":
-        # remove broken files
-        for i in broken_files:
-            if os.path.exists(files[file_ids[i]]):
-                os.remove(files[file_ids[i]])
-            for side_id in sides_rev.keys():
-                if os.path.exists(data_dict[f"{sides_rev[side_id]}.audio"][i]):
-                    os.remove(data_dict[f"{sides_rev[side_id]}.audio"][i])
-valid_data_id = [i for i in range(len(audio_dataset)) if i not in broken_files]
-audio_dataset_valid = audio_dataset.select(valid_data_id)
+#
+# # remove instances with broken audio files
+# broken_files = []
+# for i in tqdm(range(len(audio_dataset))):
+#     try:
+#         a = audio_dataset[i]
+#         flag = True
+#         for side_id in sides_rev.keys():
+#             start = a[f"{sides_rev[side_id]}.duration_start"]
+#             end = a[f"{sides_rev[side_id]}.duration_end"]
+#             array = a[f"{sides_rev[side_id]}.audio"]["array"]
+#             flag = 0 < start < end < len(array)
+#         if not flag:
+#             broken_files.append(i)
+#     except LibsndfileError:
+#         broken_files.append(i)
+#         continue
+# print(f"features (removed broken audio): {len(audio_dataset) - len(broken_files)}")
+# if len(broken_files) > 0:
+#     print(f"found {len(broken_files)} broken files:")
+#     flag = input("delete the broken files? (y/n): ")
+#     if flag == "y":
+#         # remove broken files
+#         for i in broken_files:
+#             if os.path.exists(files[file_ids[i]]):
+#                 os.remove(files[file_ids[i]])
+#             for side_id in sides_rev.keys():
+#                 if os.path.exists(data_dict[f"{sides_rev[side_id]}.audio"][i]):
+#                     os.remove(data_dict[f"{sides_rev[side_id]}.audio"][i])
+# valid_data_id = [i for i in range(len(audio_dataset)) if i not in broken_files]
+# audio_dataset_valid = audio_dataset.select(valid_data_id)
 
 
 # trim the audio according to the duration