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63ac823 793b491 63ac823 793b491 63ac823 793b491 63ac823 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 | # Phase 2 Report
Generated at UTC: 2026-06-16T14:22:46.719756+00:00
## Exact Row Counts
| Dataset | Train | Eval | High quality | Average duration sec | Requires audio | Requires video |
| --- | ---: | ---: | ---: | ---: | ---: | ---: |
| StreamingAudioInteraction | 950 | 50 | 1000 | 4.18 | 1.0 | 0.0 |
| StreamingASRTranslation | 950 | 50 | 1000 | 5.448 | 1.0 | 0.0 |
| SpeechOutputAlignment | 950 | 50 | 1000 | 5.346 | 1.0 | 0.0 |
| LiveAVCommentary | 950 | 50 | 1000 | 10.0 | 1.0 | 1.0 |
| AVJointReasoning | 950 | 50 | 1000 | 10.0 | 1.0 | 1.0 |
## Phase 2 Source Distribution
### LiveAVCommentary
- internet_archive_public: 1000
### AVJointReasoning
- internet_archive_public: 1000
## Model Mode Used
- VLM captioner: `fallback`
- Audio tagger: `fallback`
- LiveAVCommentary: `{'fallback': 1000}`
- AVJointReasoning: `{'fallback': 1000}`
## Remote RTX Usage
- remote_enabled: `False`
- remote_summary: `not used`
## Control Label Distribution
### StreamingAudioInteraction
- response: 1000
- silent: 4100
### StreamingASRTranslation
- listen: 4600
- response: 1300
### SpeechOutputAlignment
- speak: 6000
### LiveAVCommentary
- listen: 5000
- speak: 5000
### AVJointReasoning
- listen: 9000
- response: 1000
## Rejected Samples
- No failed samples were written to final high_quality outputs.
## Missing Sources Or Dependencies
- WhisperX not detected; deterministic timestamp fallback used: reported by 3 dataset(s)
- CosyVoice command/repo not configured; fallback tone TTS used: reported by 3 dataset(s)
## Phase 2 Source Prep
- status: `ok`
- manifest: `/Users/skyzhou/Desktop/StreamingDatasets/data/interim/phase2/sources_manifest.jsonl`
- real_source_count: `4`
- placeholder_source_count: `0`
- raw_video_sources_missing: `False`
- remote_enabled: `False`
- remote_summary: `not used`
- note: ``
## Online Source Ingestion
- status: `ok`
- downloaded_clip_count: `4`
- usable_clip_count: `4`
- online_sources_successfully_used: `{'internet_archive_public': 4}`
- failure_counts: `{}`
- attempted_source_steps: `2`
- accepted_examples: `[{'source_dataset': 'internet_archive_public', 'source_id': 'existing_internet_archive_public_08-moharram-majlis-e-aza-chokdi-2024-1080p-240721175610_6_live_commentary', 'source_url_or_path': 'data/interim/source_downloads/internet_archive_public_08-moharram-majlis-e-aza-chokdi-2024-1080p-240721175610_6.mp4', 'license_note': 'Internet Archive public/open media; exact upstream license metadata should be audited before release.', 'title': 'internet_archive_public_08-moharram-majlis-e-aza-chokdi-2024-1080p-240721175610_6', 'video_path': 'data/raw/videos/live_commentary_downloaded/existing_internet_archive_public_08-moharram-majlis-e-aza-chokdi-2024-1080p-240721175610_6_live_commentary.mp4', 'role': 'live_commentary', 'roles': ['live_commentary'], 'download': {'method': 'existing_raw_download', 'status': 'success', 'path': 'data/raw/videos/live_commentary_downloaded/existing_internet_archive_public_08-moharram-majlis-e-aza-chokdi-2024-1080p-240721175610_6_live_commentary.mp4'}, 'processing_pipeline': 'reuse_existing_download_ffmpeg_clip', 'probe': {'exists': True, 'path': '/Users/skyzhou/Desktop/StreamingDatasets/data/raw/videos/live_commentary_downloaded/existing_internet_archive_public_08-moharram-majlis-e-aza-chokdi-2024-1080p-240721175610_6_live_commentary.mp4', 'relpath': 'data/raw/videos/live_commentary_downloaded/existing_internet_archive_public_08-moharram-majlis-e-aza-chokdi-2024-1080p-240721175610_6_live_commentary.mp4', 'duration_sec': 10.009, 'width': 640, 'height': 360, 'has_video': True, 'has_audio': True, 'video_streams': 1, 'audio_streams': 1, 'format_name': 'mov,mp4,m4a,3gp,3g2,mj2', 'size_bytes': 1296352, 'created': True}, 'is_synthetic_placeholder': False}, {'source_dataset': 'internet_archive_public', 'source_id': 'existing_internet_archive_public_08-moharram-majlis-e-aza-chokdi-2024-1080p-240721175610_6_av_reasoning', 'source_url_or_path': 'data/interim/source_downloads/internet_archive_public_08-moharram-majlis-e-aza-chokdi-2024-1080p-240721175610_6.mp4', 'license_note': 'Internet Archive public/open media; exact upstream license metadata should be audited before release.', 'title': 'internet_archive_public_08-moharram-majlis-e-aza-chokdi-2024-1080p-240721175610_6', 'video_path': 'data/raw/videos/av_reasoning_downloaded/existing_internet_archive_public_08-moharram-majlis-e-aza-chokdi-2024-1080p-240721175610_6_av_reasoning.mp4', 'role': 'av_reasoning', 'roles': ['av_reasoning'], 'download': {'method': 'existing_raw_download', 'status': 'success', 'path': 'data/raw/videos/av_reasoning_downloaded/existing_internet_archive_public_08-moharram-majlis-e-aza-chokdi-2024-1080p-240721175610_6_av_reasoning.mp4'}, 'processing_pipeline': 'reuse_existing_download_ffmpeg_clip', 'probe': {'exists': True, 'path': '/Users/skyzhou/Desktop/StreamingDatasets/data/raw/videos/av_reasoning_downloaded/existing_internet_archive_public_08-moharram-majlis-e-aza-chokdi-2024-1080p-240721175610_6_av_reasoning.mp4', 'relpath': 'data/raw/videos/av_reasoning_downloaded/existing_internet_archive_public_08-moharram-majlis-e-aza-chokdi-2024-1080p-240721175610_6_av_reasoning.mp4', 'duration_sec': 10.009, 'width': 640, 'height': 360, 'has_video': True, 'has_audio': True, 'video_streams': 1, 'audio_streams': 1, 'format_name': 'mov,mp4,m4a,3gp,3g2,mj2', 'size_bytes': 1296352, 'created': True}, 'is_synthetic_placeholder': False}, {'source_dataset': 'internet_archive_public', 'source_id': 'existing_internet_archive_public_5e1ae9f8af475e1ae9f8af47_7_2_live_commentary', 'source_url_or_path': 'data/interim/source_downloads/internet_archive_public_5e1ae9f8af475e1ae9f8af47_7.mp4', 'license_note': 'Internet Archive public/open media; exact upstream license metadata should be audited before release.', 'title': 'internet_archive_public_5e1ae9f8af475e1ae9f8af47_7', 'video_path': 'data/raw/videos/live_commentary_downloaded/existing_internet_archive_public_5e1ae9f8af475e1ae9f8af47_7_2_live_commentary.mp4', 'role': 'live_commentary', 'roles': ['live_commentary'], 'download': {'method': 'existing_raw_download', 'status': 'success', 'path': 'data/raw/videos/live_commentary_downloaded/existing_internet_archive_public_5e1ae9f8af475e1ae9f8af47_7_2_live_commentary.mp4'}, 'processing_pipeline': 'reuse_existing_download_ffmpeg_clip', 'probe': {'exists': True, 'path': '/Users/skyzhou/Desktop/StreamingDatasets/data/raw/videos/live_commentary_downloaded/existing_internet_archive_public_5e1ae9f8af475e1ae9f8af47_7_2_live_commentary.mp4', 'relpath': 'data/raw/videos/live_commentary_downloaded/existing_internet_archive_public_5e1ae9f8af475e1ae9f8af47_7_2_live_commentary.mp4', 'duration_sec': 10.01, 'width': 640, 'height': 360, 'has_video': True, 'has_audio': True, 'video_streams': 1, 'audio_streams': 1, 'format_name': 'mov,mp4,m4a,3gp,3g2,mj2', 'size_bytes': 339165, 'created': True}, 'is_synthetic_placeholder': False}]`
- rejected_examples: `[]`
## Validation Result
- status: `pass`
- StreamingAudioInteraction: `pass` with 0 errors
- StreamingASRTranslation: `pass` with 0 errors
- SpeechOutputAlignment: `pass` with 0 errors
- LiveAVCommentary: `pass` with 0 errors
- AVJointReasoning: `pass` with 0 errors
## Hugging Face Upload Status
- repo_id: `skyzhou06/StreamingOmniDatasets`
- package_status: `packaged`
- upload_status: see `HF_UPLOAD_REPORT.md` when upload is attempted or skipped by script.
## Commands Executed
- 2026-06-16T13:21:38.265459+00:00: `scripts/00_check_env.py`
- 2026-06-16T13:21:42.366217+00:00: `scripts/01_prepare_sources.py --phase phase1`
- 2026-06-16T13:21:54.375310+00:00: `scripts/04_build_streaming_audio_interaction.py --target-rows 10 --force`
- 2026-06-16T13:21:58.893165+00:00: `scripts/05_build_streaming_asr_translation.py --target-rows 10 --force`
- 2026-06-16T13:22:16.167739+00:00: `scripts/04_build_streaming_audio_interaction.py --target-rows 10 --force`
- 2026-06-16T13:22:22.049161+00:00: `scripts/05_build_streaming_asr_translation.py --target-rows 10 --force`
- 2026-06-16T13:22:27.575785+00:00: `scripts/06_build_speech_output_alignment.py --target-rows 10 --force`
- 2026-06-16T13:22:31.807805+00:00: `scripts/07_validate_datasets.py`
- 2026-06-16T13:22:36.387527+00:00: `scripts/08_make_preview.py --limit 20`
- 2026-06-16T13:22:51.732206+00:00: `scripts/04_build_streaming_audio_interaction.py --target-rows 1000`
- 2026-06-16T13:22:57.870130+00:00: `scripts/05_build_streaming_asr_translation.py --target-rows 1000`
- 2026-06-16T13:23:10.715232+00:00: `scripts/06_build_speech_output_alignment.py --target-rows 1000`
- 2026-06-16T13:23:16.940626+00:00: `scripts/07_validate_datasets.py`
- 2026-06-16T13:23:25.849259+00:00: `scripts/08_make_preview.py --limit 20`
- 2026-06-16T13:24:34.682757+00:00: `scripts/07_validate_datasets.py`
- 2026-06-16T13:24:41.520226+00:00: `scripts/08_make_preview.py --limit 20`
- 2026-06-16T13:31:22.464889+00:00: `scripts/07_validate_datasets.py`
- 2026-06-16T13:31:24.981472+00:00: `scripts/08_make_preview.py --limit 20`
- 2026-06-16T13:46:29.882711+00:00: `scripts/09_prepare_phase2_sources.py --max-videos 5`
- 2026-06-16T13:46:35.631506+00:00: `scripts/11_run_audio_tagger.py --max-items 5`
- 2026-06-16T13:46:35.713116+00:00: `scripts/10_run_vlm_caption.py --max-items 5`
- 2026-06-16T13:46:43.168160+00:00: `scripts/12_build_live_av_commentary.py --target-rows 10`
- 2026-06-16T13:46:43.392589+00:00: `scripts/13_build_av_joint_reasoning.py --target-rows 10`
- 2026-06-16T13:46:50.331557+00:00: `scripts/14_validate_phase2.py`
- 2026-06-16T13:46:59.564790+00:00: `scripts/08_make_preview.py --limit 20`
- 2026-06-16T13:47:11.349891+00:00: `scripts/15_package_hf_dataset.py --include-phases phase1 phase2 --repo-id skyzhou06/StreamingOmniDatasets`
- 2026-06-16T13:47:17.470015+00:00: `scripts/16_upload_to_hf.py --repo-id skyzhou06/StreamingOmniDatasets`
- 2026-06-16T13:47:37.170619+00:00: `scripts/14_validate_phase2.py`
- 2026-06-16T13:48:34.134685+00:00: `scripts/14_validate_phase2.py`
- 2026-06-16T14:08:07.801540+00:00: `scripts/17_download_phase2_sources.py --scan-only`
- 2026-06-16T14:10:54.250503+00:00: `scripts/17_download_phase2_sources.py --scan-only`
- 2026-06-16T14:12:10.044786+00:00: `scripts/17_download_phase2_sources.py --max-total-videos 40`
- 2026-06-16T14:16:09.735162+00:00: `scripts/17_download_phase2_sources.py --max-total-videos 4`
- 2026-06-16T14:18:08.354212+00:00: `scripts/17_download_phase2_sources.py --max-total-videos 4`
- 2026-06-16T14:20:17.882715+00:00: `scripts/17_download_phase2_sources.py --max-total-videos 4`
- 2026-06-16T14:20:28.461114+00:00: `scripts/09_prepare_phase2_sources.py`
- 2026-06-16T14:20:35.735202+00:00: `scripts/10_run_vlm_caption.py`
- 2026-06-16T14:20:35.757773+00:00: `scripts/11_run_audio_tagger.py`
- 2026-06-16T14:20:42.874275+00:00: `scripts/12_build_live_av_commentary.py --target-rows 1000 --force`
- 2026-06-16T14:20:42.887864+00:00: `scripts/13_build_av_joint_reasoning.py --target-rows 1000 --force`
- 2026-06-16T14:20:49.453883+00:00: `scripts/14_validate_phase2.py`
- 2026-06-16T14:21:02.906827+00:00: `scripts/08_make_preview.py --limit 20`
- 2026-06-16T14:21:12.135223+00:00: `scripts/15_package_hf_dataset.py --include-phases phase1 phase2 --repo-id skyzhou06/StreamingOmniDatasets`
- 2026-06-16T14:21:19.136828+00:00: `scripts/16_upload_to_hf.py --repo-id skyzhou06/StreamingOmniDatasets`
- 2026-06-16T14:22:10.548423+00:00: `scripts/15_package_hf_dataset.py --include-phases phase1 phase2 --repo-id skyzhou06/StreamingOmniDatasets`
- 2026-06-16T14:22:23.813584+00:00: `scripts/16_upload_to_hf.py --repo-id skyzhou06/StreamingOmniDatasets`
- 2026-06-16T14:22:42.240429+00:00: `scripts/14_validate_phase2.py`
## Next Steps For Phase 3
- Build `ProactiveAVInteraction` from real audio-video situations with anticipatory assistant actions.
- Build `OCRScreenGrounding` after a reliable OCR stack and screen/document sources are available.
- Replace Phase 2 smoke placeholders with real local non-benchmark videos before full upload.
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