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@@ -55,3 +55,4 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
 *.webp filter=lfs diff=lfs merge=lfs -text
 data/transcribed_speech_generation/yttemporal/instruct_tsp_31.6k_yttemporal.json filter=lfs diff=lfs merge=lfs -text
 data/transcribed_speech_generation/yttemporal/instruct_tsg_31.6k_yttemporal.json filter=lfs diff=lfs merge=lfs -text
+data/video_highlight_detection/qvhighlights/annotations_raw/subs_train.jsonl filter=lfs diff=lfs merge=lfs -text

data/video_highlight_detection/qvhighlights/annotations_raw/LICENSE

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data/video_highlight_detection/qvhighlights/annotations_raw/README.md

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+## QVHighlights Dataset
+
+Our annotation files include 3 splits: `train`, `val` and `test`. Each file is in [JSON Line](https://jsonlines.org/) format, each row of the files can be loaded as a single `dict` in Python. Below is an example of the annotation:
+
+```
+{
+    "qid": 8737, 
+    "query": "A family is playing basketball together on a green court outside.", 
+    "duration": 126, 
+    "vid": "bP5KfdFJzC4_660.0_810.0", 
+    "relevant_windows": [[0, 16]],
+    "relevant_clip_ids": [0, 1, 2, 3, 4, 5, 6, 7], 
+    "saliency_scores": [[4, 1, 1], [4, 1, 1], [4, 2, 1], [4, 3, 2], [4, 3, 2], [4, 3, 3], [4, 3, 3], [4, 3, 2]]
+}
+```
+`qid` is a unique identifier of a `query`. This query corresponds to a video identified by its video id `vid`. The `vid` is formatted as `{youtube_id}_{start_time}_{end_time}`. Use this information, one can retrieve the YouTube video from a url `https://www.youtube.com/embed/{youtube_id}?start={start_time}&end={end_time}&version=3`. For example, the video in this example is `https://www.youtube.com/embed/bP5KfdFJzC4?start=660&end=810&version=3`. 
+`duration` is an integer indicating the duration of this video.
+`relevant_windows` is the list of windows that localize the moments, each window has two numbers, one indicates the start time of the moment, another one indicates the end time. `relevant_clip_ids` is the list of ids to the segmented 2-second clips that fall into the moments specified by `relevant_windows`, starting from 0.
+`saliency_scores` contains the saliency scores annotations, each sublist corresponds to a clip in `relevant_clip_ids`. There are 3 elements in each sublist, they are the scores from three different annotators. A score of `4` means `Very Good`, while `0` means `Very Bad`.
+
+Note that the three fields `relevant_clip_ids`, `relevant_windows` and `saliency_scores` for `test` split is not included. Please refer to [../standalone_eval/README.md](../standalone_eval/README.md) for details on evaluating predictions on `test`.
+
+In addition to the annotation files, we also provided the subtitle file for our weakly supervised ASR pre-training: [subs_train.jsonl](./subs_train.jsonl). This file is formatted similarly as our annotation files, but without the `saliency_scores` entry. This file is not needed if you do not plan to pretrain models using it.
+

data/video_highlight_detection/qvhighlights/annotations_raw/subs_train.jsonl

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+size 46786687