# 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.