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thanks to H-Liu1997 ❤

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  1. .gitattributes +13 -0
  2. datasets/.DS_Store +0 -0
  3. datasets/beat2_v5.py +85 -0
  4. datasets/cached_audio/101099-00_18_09-00_18_19.mp4 +3 -0
  5. datasets/cached_audio/1wrQ6Msp7wM_00-00-39.69_00-00-45.68.mp4 +3 -0
  6. datasets/cached_audio/demo0.mp4 +0 -0
  7. datasets/cached_audio/demo1.mp4 +3 -0
  8. datasets/cached_audio/demo2.mp4 +0 -0
  9. datasets/cached_audio/demo3.mp4 +3 -0
  10. datasets/cached_audio/demo4.mp4 +3 -0
  11. datasets/cached_audio/demo5.mp4 +3 -0
  12. datasets/cached_audio/demo6.mp4 +0 -0
  13. datasets/cached_audio/demo7.mp4 +3 -0
  14. datasets/cached_audio/demo8.mp4 +0 -0
  15. datasets/cached_audio/demo9.mp4 +3 -0
  16. datasets/cached_audio/example_female_voice_9_seconds.wav +0 -0
  17. datasets/cached_audio/example_male_voice_9_seconds.wav +0 -0
  18. datasets/cached_audio/speaker12_10_BVHw8aCPATM_00-01-05.0_00-01-10.0.mp4 +3 -0
  19. datasets/cached_audio/speaker7_iuYlGRnC7J8_00-00-0.00_00-00-3.25.mp4 +3 -0
  20. datasets/cached_audio/speaker8_jjRWaMCWs44_00-00-30.16_00-00-33.32.mp4 +0 -0
  21. datasets/cached_audio/speaker9_o7Ik1OB4TaE_00-00-38.15_00-00-42.33.mp4 +3 -0
  22. datasets/cached_ckpts/ckpt.pth +3 -0
  23. datasets/cached_graph/show_oliver_test/Stupid_Watergate_-_Last_Week_Tonight_with_John_Oliver_HBO-FVFdsl29s_Q.mkv.pkl +3 -0
  24. datasets/cached_graph/youtube_test/speaker1.pkl +3 -0
  25. datasets/cached_graph/youtube_test/speaker7.pkl +3 -0
  26. datasets/cached_graph/youtube_test/speaker8.pkl +3 -0
  27. datasets/cached_graph/youtube_test/speaker9.pkl +3 -0
  28. datasets/data_json/show-oliver-original.json +0 -0
  29. datasets/data_json/show-oliver-s40_w128.json +3 -0
  30. datasets/data_json/show-oliver-s40_w256.json +0 -0
  31. datasets/data_json/show-oliver-s40_w64.json +3 -0
  32. datasets/data_json/show-oliver-test.json +47 -0
  33. datasets/data_json/show_oliver_test/Abortion_Laws_-_Last_Week_Tonight_with_John_Oliver_HBO-DRauXXz6t0Y.webm.json +47 -0
  34. datasets/data_json/show_oliver_test/Border_Patrol_-_Last_Week_Tonight_with_John_Oliver_HBO-NnW5EjwtE2U.mkv.json +83 -0
  35. datasets/data_json/show_oliver_test/Border_Wall_-_Last_Week_Tonight_with_John_Oliver_HBO-vU8dCYocuyI.webm.json +101 -0
  36. datasets/data_json/show_oliver_test/Brexit_-_Last_Week_Tonight_with_John_Oliver_HBO-iAgKHSNqxa8.webm.json +74 -0
  37. datasets/data_json/show_oliver_test/Brexit_II_-_Last_Week_Tonight_with_John_Oliver_HBO-fyVz5vgqBhE.mkv.json +101 -0
  38. datasets/data_json/show_oliver_test/Charter_Schools_-_Last_Week_Tonight_with_John_Oliver_HBO-l_htSPGAY7I.webm.json +110 -0
  39. datasets/data_json/show_oliver_test/Civil_Forfeiture_-_Last_Week_Tonight_with_John_Oliver_HBO-3kEpZWGgJks.mkv.json +65 -0
  40. datasets/data_json/show_oliver_test/Coal_-_Last_Week_Tonight_with_John_Oliver_HBO-aw6RsUhw1Q8.mp4.json +92 -0
  41. datasets/data_json/show_oliver_test/Congressional_Fundraising_-_Last_Week_Tonight_with_John_Oliver_HBO-Ylomy1Aw9Hk.mkv.json +65 -0
  42. datasets/data_json/show_oliver_test/Corporate_Taxes_-_Last_Week_Tonight_with_John_Oliver_HBO-RKjk0ECXjiQ.mp4.json +83 -0
  43. datasets/data_json/show_oliver_test/Credit_Reports_-_Last_Week_Tonight_with_John_Oliver_HBO-aRrDsbUdY_k.webm.json +65 -0
  44. datasets/data_json/show_oliver_test/Dalai_Lama_-_Last_Week_Tonight_with_John_Oliver_HBO-bLY45o6rHm0.mkv.json +56 -0
  45. datasets/data_json/show_oliver_test/Debt_Buyers_-_Last_Week_Tonight_with_John_Oliver_HBO-hxUAntt1z2c.mkv.json +101 -0
  46. datasets/data_json/show_oliver_test/Democratic_National_Convention_-_Last_Week_Tonight_with_John_Oliver_HBO-BUCnjlTfXDw.webm.json +92 -0
  47. datasets/data_json/show_oliver_test/Dialysis_-_Last_Week_Tonight_with_John_Oliver_HBO-yw_nqzVfxFQ.mkv.json +92 -0
  48. datasets/data_json/show_oliver_test/Donald_Trump_-_Last_Week_Tonight_with_John_Oliver_HBO-DnpO_RTSNmQ.mkv.json +128 -0
  49. datasets/data_json/show_oliver_test/Doping_-_Last_Week_Tonight_with_John_Oliver_HBO-BgyqAD5Z6_A.mkv.json +110 -0
  50. datasets/data_json/show_oliver_test/Elected_Judges_-_Last_Week_Tonight_with_John_Oliver_HBO-poL7l-Uk3I8.mkv.json +65 -0
.gitattributes CHANGED
@@ -33,3 +33,16 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
33
  *.zip filter=lfs diff=lfs merge=lfs -text
34
  *.zst filter=lfs diff=lfs merge=lfs -text
35
  *tfevents* filter=lfs diff=lfs merge=lfs -text
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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  *.zip filter=lfs diff=lfs merge=lfs -text
34
  *.zst filter=lfs diff=lfs merge=lfs -text
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  *tfevents* filter=lfs diff=lfs merge=lfs -text
36
+ datasets/cached_audio/101099-00_18_09-00_18_19.mp4 filter=lfs diff=lfs merge=lfs -text
37
+ datasets/cached_audio/1wrQ6Msp7wM_00-00-39.69_00-00-45.68.mp4 filter=lfs diff=lfs merge=lfs -text
38
+ datasets/cached_audio/demo1.mp4 filter=lfs diff=lfs merge=lfs -text
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+ datasets/cached_audio/demo3.mp4 filter=lfs diff=lfs merge=lfs -text
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+ datasets/cached_audio/demo4.mp4 filter=lfs diff=lfs merge=lfs -text
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+ datasets/cached_audio/demo5.mp4 filter=lfs diff=lfs merge=lfs -text
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+ datasets/cached_audio/demo7.mp4 filter=lfs diff=lfs merge=lfs -text
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+ datasets/cached_audio/demo9.mp4 filter=lfs diff=lfs merge=lfs -text
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+ datasets/cached_audio/speaker12_10_BVHw8aCPATM_00-01-05.0_00-01-10.0.mp4 filter=lfs diff=lfs merge=lfs -text
45
+ datasets/cached_audio/speaker7_iuYlGRnC7J8_00-00-0.00_00-00-3.25.mp4 filter=lfs diff=lfs merge=lfs -text
46
+ datasets/cached_audio/speaker9_o7Ik1OB4TaE_00-00-38.15_00-00-42.33.mp4 filter=lfs diff=lfs merge=lfs -text
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+ datasets/data_json/show-oliver-s40_w128.json filter=lfs diff=lfs merge=lfs -text
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+ datasets/data_json/show-oliver-s40_w64.json filter=lfs diff=lfs merge=lfs -text
datasets/.DS_Store ADDED
Binary file (6.15 kB). View file
 
datasets/beat2_v5.py ADDED
@@ -0,0 +1,85 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ import json
2
+ import torch
3
+ from torch.utils import data
4
+ import numpy as np
5
+ import librosa
6
+ import textgrid as tg
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+ import os
8
+ import math
9
+
10
+ class BEAT2Dataset(data.Dataset):
11
+ def __init__(self, cfg, split):
12
+ data_meta_paths = cfg.data.meta_paths
13
+ vid_meta = []
14
+ for data_meta_path in data_meta_paths:
15
+ vid_meta.extend(json.load(open(data_meta_path, "r")))
16
+ self.vid_meta = [item for item in vid_meta if item.get("mode") == split]
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+ self.mean = 0 #np.load(cfg.data.mean_path) if cfg.data.mean_path is not None else 0
18
+ self.std = 1 #np.load(cfg.data.std_path) if cfg.data.std_path is not None else 1
19
+ self.joint_mask = None #cfg.data.joint_mask if cfg.data.joint_mask is not None else None
20
+ self.data_list = self.vid_meta
21
+ # self.sample_frames = cfg.data.sample_frames
22
+ self.fps = cfg.data.pose_fps
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+ self.audio_sr = cfg.data.audio_sr
24
+ self.use_text = False #cfg.data.use_text
25
+
26
+
27
+ def __len__(self):
28
+ return len(self.data_list)
29
+
30
+ @staticmethod
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+ def normalize(motion, mean, std):
32
+ return (motion - mean) / (std + 1e-7)
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+
34
+ @staticmethod
35
+ def inverse_normalize(motion, mean, std):
36
+ return motion * std + mean
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+
38
+ @staticmethod
39
+ def select_joints(motion, joint_mask):
40
+ return motion[:, joint_mask]
41
+
42
+ @staticmethod
43
+ def unselect_joints(motion, joint_mask):
44
+ # for visualization
45
+ full_motion = np.zeros((motion.shape[0], joint_mask.shape[0]))
46
+ full_motion[:, joint_mask] = motion
47
+
48
+ def __getitem__(self, item):
49
+ data = self.data_list[item]
50
+ motion = np.load(os.path.join(data["video_path"], data["video_id"] + ".npy"))
51
+ sdx = data["start_idx"]
52
+ edx = data["end_idx"]
53
+
54
+ SMPLX_FPS = 30
55
+ motion = motion[sdx:edx]
56
+ # audio, sr = librosa.load(os.path.join(data["audio_path"], data["video_id"] + ".wav"))
57
+ # audio = librosa.resample(audio, orig_sr=sr, target_sr=self.audio_sr)
58
+ audio = np.load(os.path.join(data["audio_path"], data["video_id"] + "_text.npz"), allow_pickle=True)
59
+ sdx_audio = math.floor(sdx * (1 / SMPLX_FPS * 50))
60
+ edx_audio = sdx_audio + int((edx - sdx) * 50 / SMPLX_FPS) + 1
61
+ cached_audio_low = audio["wav2vec2_low"][sdx_audio:edx_audio]
62
+ cached_audio_high = audio["wav2vec2_high"][sdx_audio:edx_audio]
63
+ bert_time_aligned = audio["bert_time_aligned"][sdx_audio:edx_audio]
64
+ # print(sdx_audio, edx_audio, cached_audio_low.shape)
65
+ # print("cached_audio_low:", cached_audio_low.shape, cached_audio_high.shape, bert_time_aligned.shape, motion.shape)
66
+
67
+ motion_tensor = torch.from_numpy(motion).float() # T x D
68
+ cached_audio_low = torch.from_numpy(cached_audio_low).float()
69
+ cached_audio_high = torch.from_numpy(cached_audio_high).float()
70
+ bert_time_aligned = torch.from_numpy(bert_time_aligned).float()
71
+
72
+ audio_wave, sr = librosa.load(os.path.join(data["audio_path"], data["video_id"] + ".wav"))
73
+ audio_wave = librosa.resample(audio_wave, orig_sr=sr, target_sr=self.audio_sr)
74
+ sdx_audio = sdx * int(1 / SMPLX_FPS * self.audio_sr)
75
+ edx_audio = edx * int(1 / SMPLX_FPS * self.audio_sr)
76
+ audio_wave = audio_wave[sdx_audio:edx_audio]
77
+ audio_tensor = torch.from_numpy(audio_wave).float()
78
+
79
+ return dict(
80
+ cached_rep15d=motion_tensor,
81
+ cached_audio_low=cached_audio_low,
82
+ cached_audio_high=cached_audio_high,
83
+ bert_time_aligned=bert_time_aligned,
84
+ audio_tensor=audio_tensor,
85
+ )
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+ {
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