Fix dataset script

MOCKS.py

@@ -18,11 +18,11 @@
 
 import csv
 import os
-import json
 
 import datasets
-from datasets.utils.py_utils import size_str
-from tqdm import tqdm
+
+
+logger = datasets.logging.get_logger(__name__)
 
 
 _CITATION = """\
@@ -41,96 +41,81 @@ audio testset for evaluation and benchmarking Open-Vocabulary Keyword Spotting (
 
 
 _BASE_URL = "https://huggingface.co/datasets/voiceintelligenceresearch/MOCKS/tree/main"
-_DL_URL = "https://huggingface.co/datasets/voiceintelligenceresearch/MOCKS/blob/main/"
-_TR_URL = "https://huggingface.co/datasets/voiceintelligenceresearch/MOCKS/raw/main/"
 _DL_URLS = {
     "de.MCV": {
-        "offline": _DL_URL + "de/MCV/test/offline/data.tar.gz",
-        "online": _DL_URL + "de/MCV/test/online/data.tar.gz",
-        "offline_transcription" : _TR_URL + "de/MCV/test/data_offline_transcription.tsv",
-        "online_transcription" : _TR_URL + "de/MCV/test/data_online_transcription.tsv",
+        "offline": "de/MCV/test/offline/data.tar.gz",
+        "online": "de/MCV/test/online/data.tar.gz",
+        "offline_transcription" : "de/MCV/test/data_offline_transcription.tsv",
+        "online_transcription" : "de/MCV/test/data_online_transcription.tsv",
     },
     "en.LS-clean": {
-        "offline": _DL_URL + "en/LS-clean/test/offline/data.tar.gz",
-        "online": _DL_URL + "en/LS-clean/test/online/data.tar.gz",
-        "offline_transcription" : _TR_URL + "en/LS-clean/test/data_offline_transcription.tsv",
-        "online_transcription" : _TR_URL + "en/LS-clean/test/data_online_transcription.tsv",
+        "offline": "en/LS-clean/test/offline/data.tar.gz",
+        "online": "en/LS-clean/test/online/data.tar.gz",
+        "offline_transcription" : "en/LS-clean/test/data_offline_transcription.tsv",
+        "online_transcription" : "en/LS-clean/test/data_online_transcription.tsv",
     },
     "en.LS-other": {
-        "offline": _DL_URL + "en/LS-other/test/offline/data.tar.gz",
-        "online": _DL_URL + "en/LS-other/test/online/data.tar.gz",
-        "offline_transcription" : _TR_URL + "en/LS-other/test/data_offline_transcription.tsv",
-        "online_transcription" : _TR_URL + "en/LS-other/test/data_online_transcription.tsv",
+        "offline": "en/LS-other/test/offline/data.tar.gz",
+        "online": "en/LS-other/test/online/data.tar.gz",
+        "offline_transcription" : "en/LS-other/test/data_offline_transcription.tsv",
+        "online_transcription" : "en/LS-other/test/data_online_transcription.tsv",
     },
     "en.MCV": {
-        "offline": _DL_URL + "en/MCV/test/offline/data.tar.gz",
-        "online": _DL_URL + "en/MCV/test/online/data.tar.gz",
-        "offline_transcription" : _TR_URL + "en/MCV/test/data_offline_transcription.tsv",
-        "online_transcription" : _TR_URL + "en/MCV/test/data_online_transcription.tsv",
+        "offline": "en/MCV/test/offline/data.tar.gz",
+        "online": "en/MCV/test/online/data.tar.gz",
+        "offline_transcription" : "en/MCV/test/data_offline_transcription.tsv",
+        "online_transcription" : "en/MCV/test/data_online_transcription.tsv",
     },
     "es.MCV": {
-        "offline": _DL_URL + "es/MCV/test/offline/data.tar.gz",
-        "online": _DL_URL + "es/MCV/test/online/data.tar.gz",
-        "offline_transcription" : _TR_URL + "es/MCV/test/data_offline_transcription.tsv",
-        "online_transcription" : _TR_URL + "es/MCV/test/data_online_transcription.tsv",
+        "offline": "es/MCV/test/offline/data.tar.gz",
+        "online": "es/MCV/test/online/data.tar.gz",
+        "offline_transcription" : "es/MCV/test/data_offline_transcription.tsv",
+        "online_transcription" : "es/MCV/test/data_online_transcription.tsv",
     },
     "fr.MCV": {
-        "offline": _DL_URL + "fr/MCV/test/offline/data.tar.gz",
-        "online": _DL_URL + "fr/MCV/test/online/data.tar.gz",
-        "offline_transcription" : _TR_URL + "fr/MCV/test/data_offline_transcription.tsv",
-        "online_transcription" : _TR_URL + "fr/MCV/test/data_online_transcription.tsv",
+        "offline": "fr/MCV/test/offline/data.tar.gz",
+        "online": "fr/MCV/test/online/data.tar.gz",
+        "offline_transcription": "fr/MCV/test/data_offline_transcription.tsv",
+        "online_transcription": "fr/MCV/test/data_online_transcription.tsv",
     },
     "it.MCV": {
-        "offline": _DL_URL + "it/MCV/test/offline/data.tar.gz",
-        "online": _DL_URL + "it/MCV/test/online/data.tar.gz",
-        "offline_transcription" : _TR_URL + "it/MCV/test/data_offline_transcription.tsv",
-        "online_transcription" : _TR_URL + "it/MCV/test/data_online_transcription.tsv",
+        "offline": "it/MCV/test/offline/data.tar.gz",
+        "online": "it/MCV/test/online/data.tar.gz",
+        "offline_transcription": "it/MCV/test/data_offline_transcription.tsv",
+        "online_transcription": "it/MCV/test/data_online_transcription.tsv",
     },
     "all": {
-        "de.MCV.offline": _DL_URL + "de/MCV/test/offline/data.tar.gz",
-        "de.MCV.online": _DL_URL + "de/MCV/test/online/data.tar.gz",
-        "en.LS-clean.offline": _DL_URL + "en/LS-clean/test/offline/data.tar.gz",
-        "en.LS-clean.online": _DL_URL + "en/LS-clean/test/online/data.tar.gz",
-        "en.LS-other.offline": _DL_URL + "en/LS-other/test/offline/data.tar.gz",
-        "en.LS-other.online": _DL_URL + "en/LS-other/test/online/data.tar.gz",
-        "en.MCV.offline": _DL_URL + "en/MCV/test/offline/data.tar.gz",
-        "en.MCV.online": _DL_URL + "en/MCV/test/online/data.tar.gz",
-        "es.MCV.offline": _DL_URL + "es/MCV/test/offline/data.tar.gz",
-        "es.MCV.online": _DL_URL + "es/MCV/test/online/data.tar.gz",
-        "fr.MCV.offline": _DL_URL + "fr/MCV/test/offline/data.tar.gz",
-        "fr.MCV.online": _DL_URL + "fr/MCV/test/online/data.tar.gz",
-        "it.MCVoffline": _DL_URL + "it/MCV/test/offline/data.tar.gz",
-        "it.MCV.online": _DL_URL + "it/MCV/test/online/data.tar.gz",
-        "de.MCV.offline_transcription" : _TR_URL + "de/MCV/test/data_offline_transcription.tsv",
-        "de.MCV.online_transcription" : _TR_URL + "de/MCV/test/data_online_transcription.tsv",
-        "en.LS-clean.offline_transcription" : _TR_URL + "en/LS-clean/test/data_offline_transcription.tsv",
-        "en.LS-clean.online_transcription" : _TR_URL + "en/LS-clean/test/data_online_transcription.tsv",
-        "en.LS-other.offline_transcription" : _TR_URL + "en/LS-other/test/data_offline_transcription.tsv",
-        "en.LS-other.online_transcription" : _TR_URL + "en/LS-other/test/data_online_transcription.tsv",
-        "en.MCV.offline_transcription" : _TR_URL + "en/MCV/test/data_offline_transcription.tsv",
-        "en.MCVonline_transcription" : _TR_URL + "en/MCV/test/data_online_transcription.tsv",
-        "es.MCV.offline_transcription" : _TR_URL + "es/MCV/test/data_offline_transcription.tsv",
-        "es.MCV.online_transcription" : _TR_URL + "es/MCV/test/data_online_transcription.tsv",
-        "fr.MCV.offline_transcription" : _TR_URL + "fr/MCV/test/data_offline_transcription.tsv",
-        "fr.MCV.online_transcription" : _TR_URL + "fr/MCV/test/data_online_transcription.tsv",
-        "it.MCV.offline_transcription" : _TR_URL + "it/MCV/test/data_offline_transcription.tsv",
-        "it.MCV.online_transcription" : _TR_URL + "it/MCV/test/data_online_transcription.tsv",
+        "de.MCV.offline": "de/MCV/test/offline/data.tar.gz",
+        "de.MCV.online": "de/MCV/test/online/data.tar.gz",
+        "en.LS-clean.offline": "en/LS-clean/test/offline/data.tar.gz",
+        "en.LS-clean.online": "en/LS-clean/test/online/data.tar.gz",
+        "en.LS-other.offline": "en/LS-other/test/offline/data.tar.gz",
+        "en.LS-other.online": "en/LS-other/test/online/data.tar.gz",
+        "en.MCV.offline": "en/MCV/test/offline/data.tar.gz",
+        "en.MCV.online": "en/MCV/test/online/data.tar.gz",
+        "es.MCV.offline": "es/MCV/test/offline/data.tar.gz",
+        "es.MCV.online": "es/MCV/test/online/data.tar.gz",
+        "fr.MCV.offline": "fr/MCV/test/offline/data.tar.gz",
+        "fr.MCV.online": "fr/MCV/test/online/data.tar.gz",
+        "it.MCVoffline": "it/MCV/test/offline/data.tar.gz",
+        "it.MCV.online": "it/MCV/test/online/data.tar.gz",
+        "de.MCV.offline_transcription": "de/MCV/test/data_offline_transcription.tsv",
+        "de.MCV.online_transcription": "de/MCV/test/data_online_transcription.tsv",
+        "en.LS-clean.offline_transcription": "en/LS-clean/test/data_offline_transcription.tsv",
+        "en.LS-clean.online_transcription": "en/LS-clean/test/data_online_transcription.tsv",
+        "en.LS-other.offline_transcription": "en/LS-other/test/data_offline_transcription.tsv",
+        "en.LS-other.online_transcription": "en/LS-other/test/data_online_transcription.tsv",
+        "en.MCV.offline_transcription": "en/MCV/test/data_offline_transcription.tsv",
+        "en.MCVonline_transcription": "en/MCV/test/data_online_transcription.tsv",
+        "es.MCV.offline_transcription": "es/MCV/test/data_offline_transcription.tsv",
+        "es.MCV.online_transcription": "es/MCV/test/data_online_transcription.tsv",
+        "fr.MCV.offline_transcription": "fr/MCV/test/data_offline_transcription.tsv",
+        "fr.MCV.online_transcription": "fr/MCV/test/data_online_transcription.tsv",
+        "it.MCV.offline_transcription": "it/MCV/test/data_offline_transcription.tsv",
+        "it.MCV.online_transcription": "it/MCV/test/data_online_transcription.tsv",
     }
 }
 
-logger = datasets.logging.get_logger(__name__)
-
-class MocksConfig(datasets.BuilderConfig):
-    """BuilderConfig for MOCKS testset."""
-
-    def __init__(self, name, version, **kwargs):
-
-        super(MocksConfig, self).__init__(
-            name=name,
-            version=datasets.Version(version),
-            description=description,
-            **kwargs,
-        )
 
 class Mocks(datasets.GeneratorBasedBuilder):
     """Mocks Dataset."""
@@ -155,25 +140,20 @@ class Mocks(datasets.GeneratorBasedBuilder):
                     "audio_id": datasets.Value("string"),
                     "audio": datasets.Audio(sampling_rate=16_000),
                     "transcription": datasets.Value("string"),
-                    "type": datasets.Value("string")
                 }
             ),
-            supervised_keys=("file", "text"),
             homepage=_BASE_URL,
             citation=_CITATION
         )
 
     def _split_generators(self, dl_manager):
         archive_path = dl_manager.download(_DL_URLS[self.config.name])
-        # (Optional) In non-streaming mode, we can extract the archive locally to have actual local audio files:
-        local_extracted_archive = dl_manager.extract(archive_path) if not dl_manager.is_streaming else {}
 
         if self.config.name == "de.MCV":
             offline_split = [
                 datasets.SplitGenerator(
                     name="offline",
                     gen_kwargs={
-                        "local_extracted_archive": local_extracted_archive.get("offline"),
                         "audio_files": dl_manager.iter_archive(archive_path["offline"]),
                         "transcription": archive_path["offline_transcription"],
                         "s_type": "offline"
@@ -184,7 +164,6 @@ class Mocks(datasets.GeneratorBasedBuilder):
                 datasets.SplitGenerator(
                     name="online",
                     gen_kwargs={
-                        "local_extracted_archive": local_extracted_archive.get("online"),
                         "audio_files": dl_manager.iter_archive(archive_path["online"]),
                         "transcription": archive_path["online_transcription"],
                         "s_type": "online"
@@ -197,7 +176,6 @@ class Mocks(datasets.GeneratorBasedBuilder):
                 datasets.SplitGenerator(
                     name="offline",
                     gen_kwargs={
-                        "local_extracted_archive": local_extracted_archive.get("offline"),
                         "audio_files": dl_manager.iter_archive(archive_path["offline"]),
                         "transcription": archive_path["offline_transcription"],
                         "s_type": "offline"
@@ -208,7 +186,6 @@ class Mocks(datasets.GeneratorBasedBuilder):
                 datasets.SplitGenerator(
                     name="online",
                     gen_kwargs={
-                        "local_extracted_archive": local_extracted_archive.get("online"),
                         "audio_files": dl_manager.iter_archive(archive_path["online"]),
                         "transcription": archive_path["online_transcription"],
                         "s_type": "online"
@@ -221,7 +198,6 @@ class Mocks(datasets.GeneratorBasedBuilder):
                 datasets.SplitGenerator(
                     name="offline",
                     gen_kwargs={
-                        "local_extracted_archive": local_extracted_archive.get("offline"),
                         "audio_files": dl_manager.iter_archive(archive_path["offline"]),
                         "transcription": archive_path["offline_transcription"],
                         "s_type": "offline"
@@ -232,7 +208,6 @@ class Mocks(datasets.GeneratorBasedBuilder):
                 datasets.SplitGenerator(
                     name="online",
                     gen_kwargs={
-                        "local_extracted_archive": local_extracted_archive.get("online"),
                         "audio_files": dl_manager.iter_archive(archive_path["online"]),
                         "transcription": archive_path["online_transcription"],
                         "s_type": "online"
@@ -245,7 +220,6 @@ class Mocks(datasets.GeneratorBasedBuilder):
                 datasets.SplitGenerator(
                     name="offline",
                     gen_kwargs={
-                        "local_extracted_archive": local_extracted_archive.get("offline"),
                         "audio_files": dl_manager.iter_archive(archive_path["offline"]),
                         "transcription": archive_path["offline_transcription"],
                         "s_type": "offline"
@@ -256,7 +230,6 @@ class Mocks(datasets.GeneratorBasedBuilder):
                 datasets.SplitGenerator(
                     name="online",
                     gen_kwargs={
-                        "local_extracted_archive": local_extracted_archive.get("online"),
                         "audio_files": dl_manager.iter_archive(archive_path["online"]),
                         "transcription": archive_path["online_transcription"],
                         "s_type": "online"
@@ -280,7 +253,6 @@ class Mocks(datasets.GeneratorBasedBuilder):
                 datasets.SplitGenerator(
                     name="online",
                     gen_kwargs={
-                        "local_extracted_archive": local_extracted_archive.get("online"),
                         "audio_files": dl_manager.iter_archive(archive_path["online"]),
                         "transcription": archive_path["online_transcription"],
                         "s_type": "online"
@@ -293,7 +265,6 @@ class Mocks(datasets.GeneratorBasedBuilder):
                 datasets.SplitGenerator(
                     name="offline",
                     gen_kwargs={
-                        "local_extracted_archive": local_extracted_archive.get("offline"),
                         "audio_files": dl_manager.iter_archive(archive_path["offline"]),
                         "transcription": archive_path["offline_transcription"],
                         "s_type": "offline"
@@ -304,7 +275,6 @@ class Mocks(datasets.GeneratorBasedBuilder):
                 datasets.SplitGenerator(
                     name="online",
                     gen_kwargs={
-                        "local_extracted_archive": local_extracted_archive.get("online"),
                         "audio_files": dl_manager.iter_archive(archive_path["online"]),
                         "transcription": archive_path["online_transcription"],
                         "s_type": "online"
@@ -317,7 +287,6 @@ class Mocks(datasets.GeneratorBasedBuilder):
                 datasets.SplitGenerator(
                     name="offline",
                     gen_kwargs={
-                        "local_extracted_archive": local_extracted_archive.get("offline"),
                         "audio_files": dl_manager.iter_archive(archive_path["offline"]),
                         "transcription": archive_path["offline_transcription"],
                         "s_type": "offline"
@@ -328,7 +297,6 @@ class Mocks(datasets.GeneratorBasedBuilder):
                 datasets.SplitGenerator(
                     name="online",
                     gen_kwargs={
-                        "local_extracted_archive": local_extracted_archive.get("online"),
                         "audio_files": dl_manager.iter_archive(archive_path["online"]),
                         "transcription": archive_path["online_transcription"],
                         "s_type": "online"
@@ -341,7 +309,6 @@ class Mocks(datasets.GeneratorBasedBuilder):
                 datasets.SplitGenerator(
                     name="de.MCV.offline",
                     gen_kwargs={
-                        "local_extracted_archive": local_extracted_archive.get("de.MCV.offline"),
                         "audio_files": dl_manager.iter_archive(archive_path["de.MCV.offline"]),
                         "transcription": archive_path["de.MCV.offline_transcription"],
                         "s_type": "offline"
@@ -350,7 +317,6 @@ class Mocks(datasets.GeneratorBasedBuilder):
                 datasets.SplitGenerator(
                     name="en.LS-clean.offline",
                     gen_kwargs={
-                        "local_extracted_archive": local_extracted_archive.get("en.LS-clean.offline"),
                         "audio_files": dl_manager.iter_archive(archive_path["en.LS-clean.offline"]),
                         "transcription": archive_path["en.LS-clean.offline_transcription"],
                         "s_type": "offline"
@@ -359,7 +325,6 @@ class Mocks(datasets.GeneratorBasedBuilder):
                 datasets.SplitGenerator(
                     name="en.LS-other.offline",
                     gen_kwargs={
-                        "local_extracted_archive": local_extracted_archive.get("en.LS-other.offline"),
                         "audio_files": dl_manager.iter_archive(archive_path["en.LS-other.offline"]),
                         "transcription": archive_path["en.LS-other.offline_transcription"],
                         "s_type": "offline"
@@ -368,7 +333,6 @@ class Mocks(datasets.GeneratorBasedBuilder):
                 datasets.SplitGenerator(
                     name="en.MCV.offline",
                     gen_kwargs={
-                        "local_extracted_archive": local_extracted_archive.get("en.MCV.offline"),
                         "audio_files": dl_manager.iter_archive(archive_path["en.MCV.offline"]),
                         "transcription": archive_path["en.MCV.offline_transcription"],
                         "s_type": "offline"
@@ -377,7 +341,6 @@ class Mocks(datasets.GeneratorBasedBuilder):
                 datasets.SplitGenerator(
                     name="es.MCV.offline",
                     gen_kwargs={
-                        "local_extracted_archive": local_extracted_archive.get("es.MCV.offline"),
                         "audio_files": dl_manager.iter_archive(archive_path["es.MCV.offline"]),
                         "transcription": archive_path["es.MCV.offline_transcription"],
                         "s_type": "offline"
@@ -386,7 +349,6 @@ class Mocks(datasets.GeneratorBasedBuilder):
                 datasets.SplitGenerator(
                     name="fr.MCV.offline",
                     gen_kwargs={
-                        "local_extracted_archive": local_extracted_archive.get("fr.MCV.offline"),
                         "audio_files": dl_manager.iter_archive(archive_path["fr.MCV.offline"]),
                         "transcription": archive_path["fr.MCV.offline_transcription"],
                         "s_type": "offline"
@@ -395,7 +357,6 @@ class Mocks(datasets.GeneratorBasedBuilder):
                 datasets.SplitGenerator(
                     name="it.MCV.offline",
                     gen_kwargs={
-                        "local_extracted_archive": local_extracted_archive.get("it.MCV.offline"),
                         "audio_files": dl_manager.iter_archive(archive_path["it.MCV.offline"]),
                         "transcription": archive_path["it.MCV.offline_transcription"],
                         "s_type": "offline"
@@ -406,8 +367,6 @@ class Mocks(datasets.GeneratorBasedBuilder):
                 datasets.SplitGenerator(
                     name="de.MCV.online",
                     gen_kwargs={
-                        "local_extracted_archive": local_extracted_archive.get("de.MCV.online"),
-                        "audio_files": dl_manager.iter_archive(archive_path["de.MCV.online"]),
                         "transcription": archive_path["de.MCV.offline_transconline"],
                         "s_type": "online"
                     }
@@ -415,7 +374,6 @@ class Mocks(datasets.GeneratorBasedBuilder):
                 datasets.SplitGenerator(
                     name="en.LS-clean.online",
                     gen_kwargs={
-                        "local_extracted_archive": local_extracted_archive.get("en.LS-clean.online"),
                         "audio_files": dl_manager.iter_archive(archive_path["en.LS-clean.online"]),
                         "transcription": archive_path["en.LS-clean.online_transcription"],
                         "s_type": "online"
@@ -424,7 +382,6 @@ class Mocks(datasets.GeneratorBasedBuilder):
                 datasets.SplitGenerator(
                     name="en.LS-other.online",
                     gen_kwargs={
-                        "local_extracted_archive": local_extracted_archive.get("en.LS-other.online"),
                         "audio_files": dl_manager.iter_archive(archive_path["en.LS-other.online"]),
                         "transcription": archive_path["en.LS-other.online_transcription"],
                         "s_type": "online"
@@ -433,7 +390,6 @@ class Mocks(datasets.GeneratorBasedBuilder):
                 datasets.SplitGenerator(
                     name="en.MCV.online",
                     gen_kwargs={
-                        "local_extracted_archive": local_extracted_archive.get("en.MCV.online"),
                         "audio_files": dl_manager.iter_archive(archive_path["en.MCV.online"]),
                         "transcription": archive_path["en.MCV.online_transcription"],
                         "s_type": "online"
@@ -442,7 +398,6 @@ class Mocks(datasets.GeneratorBasedBuilder):
                 datasets.SplitGenerator(
                     name="es.MCV.online",
                     gen_kwargs={
-                        "local_extracted_archive": local_extracted_archive.get("es.MCV.online"),
                         "audio_files": dl_manager.iter_archive(archive_path["es.MCV.online"]),
                         "transcription": archive_path["es.MCV.online_transcription"],
                         "s_type": "online"
@@ -451,7 +406,6 @@ class Mocks(datasets.GeneratorBasedBuilder):
                 datasets.SplitGenerator(
                     name="fr.MCV.online",
                     gen_kwargs={
-                        "local_extracted_archive": local_extracted_archive.get("fr.MCV.online"),
                         "audio_files": dl_manager.iter_archive(archive_path["fr.MCV.online"]),
                         "transcription": archive_path["fr.MCV.online_transcription"],
                         "s_type": "online"
@@ -460,7 +414,6 @@ class Mocks(datasets.GeneratorBasedBuilder):
                 datasets.SplitGenerator(
                     name="it.MCV.online",
                     gen_kwargs={
-                        "local_extracted_archive": local_extracted_archive.get("it.MCV.online"),
                         "audio_files": dl_manager.iter_archive(archive_path["it.MCV.online"]),
                         "transcription": archive_path["it.MCV.online_transcription"],
                         "s_type": "online"
@@ -470,29 +423,20 @@ class Mocks(datasets.GeneratorBasedBuilder):
 
         return online_split + offline_split
 
-    def _generate_examples(self, local_extracted_archive, audio_files, transcription, s_type):
+    def _generate_examples(self, audio_files, transcription, s_type):
         """Lorem ipsum."""
         metadata = {}
-        trans_col_name = "keyword_transcription"
-
-        if s_type == "online":
-            trans_col_name = "adversary_keyword_transcription"
-        logger.info(transcription)
         with open(transcription, encoding="utf-8") as f:
-            print(f)
+            f = csv.reader(f, delimiter="\t")
             for row in f:
-                r = row.split(r"\t")
-                print(row)
-                audio_id = r[0].split("/")[-1]
-                keyword = r[1]
-                metadata[audio_id] = {"audio_id": audio_id,
-                                    trans_col_name: keyword}
+                audio_id = row[0].split("/")[-1]
+                keyword_transcription = row[1]
+                metadata[audio_id] = {"audio_id": audio_id, "transcription": keyword_transcription}
 
-        inside_clips_dir = True
         id_ = 0
         for path, f in audio_files:
             _, audio_name = os.path.split(path)
             if audio_name in metadata:
                 audio = {"bytes": f.read()}
-                yield id_, {**metadata[audio_id], "audio": audio}
+                yield id_, {**metadata[audio_name], "audio": audio}
                 id_ +=1