{"observation":{"id":"9c075f10-6a5d-46b7-bb52-0ec4cd495de8","tool":"d-id","tool_name":"D-ID","criterion":"automation-level","criterion_name":"Automation Level","criterion_definition":"How much manual effort is required across the pipeline: transcription → translation → dubbing → lip sync → export.","criterion_evidence_type":"capability","criterion_rank_role":"context","criterion_rank_role_reason":"How much manual work the pipeline needs matters for ease of use, but it does not determine whether the tool can translate, clone the voice, and sync lips correctly. (3 of 3 judges)","scenario":"hindi-vlog-style-talking-head-hindi-english","scenario_name":"Hindi vlog-style talking head (Hindi → English)","group_tag":"video-translation-voice-clone-lip-sync","scenario_description":"A casual Hindi/Hinglish talking-head or vlog-style creator video translated into English to stress informal language handling, slang, and natural-sounding voice cloning on real creator content.","modality":"video","input_text":null,"input_artifact_refs":[],"stresses":[],"verdict":"struggled","score":null,"score_total":null,"note":"Requires manual script extraction and avatar setup, so the pipeline is low automation rather than end-to-end.","evidence_state":"verified","source":"first-party","artifacts":[{"url":"https://d3epheqghktydj.cloudfront.net/d-id-input-1-fitness-video-online-video-cutter-com.mp4","role":"input","alt":"D-ID — Input 1 Fitness Video (online-video-cutter.com).mp4"},{"url":"https://d3epheqghktydj.cloudfront.net/d-id-input-1-fitness-video-online-video-cutter-com-hindi.mp4","role":"output","alt":"D-ID — Input 1 Fitness Video Online Video Cutter Com_hindi.mp4"}],"run_id":"9feca581-b454-4bda-a610-a646cd0092f0","study_title":"Translate Videos with Voice Cloning and Lip Sync Using AI","study_kind":"backfill","research_task":"86b96dfpf","tested_at":"2026-06-24T05:45:24.018000+00:00","completeness":"input-and-output","input":{"state":"not-captured","text":null,"files":[],"modality":"video","stresses":[]},"tool_page_slug":"d-id","tool_url":"https://aidemos.com/tools/d-id","permalink":"https://aidemos.com/evidence/9c075f10-6a5d-46b7-bb52-0ec4cd495de8","api_url":"https://ai.aidemos.com/v1/observations/9c075f10-6a5d-46b7-bb52-0ec4cd495de8"},"peers":[{"id":"e34bf080-b768-457e-b1a9-b7a59bf0097a","tool":"sync-labs","tool_name":"Sync Labs","verdict":"mixed","score":null,"score_total":null,"note":"After the video is uploaded, the speech → translation → lip-sync pipeline is automated, but the report still rates the overall workflow as medium to high because input preparation remains manual.","artifact_count":2,"thumbnail":"https://d3epheqghktydj.cloudfront.net/sync-labs-input-1-fitness-video-online-video-cutter-com.mp4","evidence_url":"https://aidemos.com/evidence/e34bf080-b768-457e-b1a9-b7a59bf0097a"}],"other_criteria":[{"id":"2dd5fd0e-4284-47f7-a5ac-ece60e19722d","criterion":"input-handling","criterion_name":"Input Handling","rank_role":"context","verdict":"failed","score":null,"score_total":null,"note":"The Hindi vlog could not be processed directly; manual transcription was required before translation and dubbing.","artifact_count":2,"evidence_url":"https://aidemos.com/evidence/2dd5fd0e-4284-47f7-a5ac-ece60e19722d"},{"id":"192e0084-bcfc-4eea-ba5d-34405c7913a7","criterion":"input-handling","criterion_name":"Input Handling","rank_role":"context","verdict":"failed","score":null,"score_total":null,"note":"Cannot take a real fitness/action video directly for dubbing; it requires a static image or avatar-based input instead of direct video processing.","artifact_count":2,"evidence_url":"https://aidemos.com/evidence/192e0084-bcfc-4eea-ba5d-34405c7913a7"},{"id":"c8fb4db4-7880-4b69-bf4d-2059449a083e","criterion":"input-handling","criterion_name":"Input Handling","rank_role":"context","verdict":"failed","score":null,"score_total":null,"note":"The tool does not support direct video translation for this input; it required manual script entry first.","artifact_count":2,"evidence_url":"https://aidemos.com/evidence/c8fb4db4-7880-4b69-bf4d-2059449a083e"},{"id":"e915c864-064b-4912-b5bf-82f198756b50","criterion":"lip-sync-accuracy","criterion_name":"Lip Sync Accuracy","rank_role":"decisive","verdict":"failed","score":null,"score_total":null,"note":"Lip sync only matched the generated AI avatar; the tool does not lip-sync the original fitness footage.","artifact_count":2,"evidence_url":"https://aidemos.com/evidence/e915c864-064b-4912-b5bf-82f198756b50"},{"id":"d29db857-29b4-4b28-9e92-85d3759bd67f","criterion":"lip-sync-accuracy","criterion_name":"Lip Sync Accuracy","rank_role":"decisive","verdict":"failed","score":null,"score_total":null,"note":"Lip sync worked well on the AI avatar, but it did not apply to the original video.","artifact_count":1,"evidence_url":"https://aidemos.com/evidence/d29db857-29b4-4b28-9e92-85d3759bd67f"},{"id":"38c57d2e-8552-4692-be8b-d68c1591d69e","criterion":"lip-sync-accuracy","criterion_name":"Lip Sync Accuracy","rank_role":"decisive","verdict":"failed","score":null,"score_total":null,"note":"Lip sync was stable on the avatar, but it did not reflect the original speaker’s expressions.","artifact_count":1,"evidence_url":"https://aidemos.com/evidence/38c57d2e-8552-4692-be8b-d68c1591d69e"},{"id":"a3a66a2c-e459-433f-84b9-61b06b1f0056","criterion":"output-quality-export","criterion_name":"Output Quality & Export","rank_role":"context","verdict":"mixed","score":null,"score_total":null,"note":"Export was available, but it was limited in the free tier.","artifact_count":1,"evidence_url":"https://aidemos.com/evidence/a3a66a2c-e459-433f-84b9-61b06b1f0056"},{"id":"6d253faa-92b9-4bf9-8dd6-43599ff6354a","criterion":"output-quality-export","criterion_name":"Output Quality & Export","rank_role":"context","verdict":"mixed","score":null,"score_total":null,"note":"Export was available, but the free plan added limitations such as credits and watermarks.","artifact_count":1,"evidence_url":"https://aidemos.com/evidence/6d253faa-92b9-4bf9-8dd6-43599ff6354a"},{"id":"a6d2e957-6ebd-4bc9-aaf5-cc5fc4b0deaf","criterion":"translation-accuracy","criterion_name":"Translation Accuracy","rank_role":"decisive","verdict":"worked","score":null,"score_total":null,"note":"Can produce an acceptable English-to-Hindi translation.","artifact_count":2,"evidence_url":"https://aidemos.com/evidence/a6d2e957-6ebd-4bc9-aaf5-cc5fc4b0deaf"},{"id":"45ee0fc6-eef8-40f6-b0ea-1714f4920898","criterion":"translation-accuracy","criterion_name":"Translation Accuracy","rank_role":"decisive","verdict":"mixed","score":null,"score_total":null,"note":"English output is understandable, but it becomes slightly formal and does not fully preserve the casual vlog tone.","artifact_count":1,"evidence_url":"https://aidemos.com/evidence/45ee0fc6-eef8-40f6-b0ea-1714f4920898"},{"id":"04f0a86f-9906-4bf2-bafe-c5c536f39a49","criterion":"translation-accuracy","criterion_name":"Translation Accuracy","rank_role":"decisive","verdict":"worked","score":null,"score_total":null,"note":"The English→Spanish translation was accurate.","artifact_count":1,"evidence_url":"https://aidemos.com/evidence/04f0a86f-9906-4bf2-bafe-c5c536f39a49"}],"appears_in":[{"page_type":"ranking","slug":"ai-video-dubbing-tools","title":"Best AI Tools to Translate Videos with Voice Cloning and Lip Sync","url":"https://aidemos.com/best/ai-video-dubbing-tools","binding":"run"}],"same_scenario":[{"id":"e34bf080-b768-457e-b1a9-b7a59bf0097a","tool":"sync-labs","tool_name":"Sync Labs","verdict":"mixed","score":null,"score_total":null,"note":"After the video is uploaded, the speech → translation → lip-sync pipeline is automated, but the report still rates the overall workflow as medium to high because input preparation remains manual."}]}