Datasets:

skyzhou06
/

StreamingOmniDatasets

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.