{
  "article_url": "https://aiscribereview.com/multilingual-transcription-japanese-whispertranscribe-comparison/",
  "sources": [
    {
      "id": "P01",
      "title": "Whisper Transcribe AI – Convert Audio to Accurate Text Fast",
      "url": "https://whispertranscribe.ai/",
      "author": "WhisperTranscribe.ai",
      "accessed_date": "2026-10-22",
      "evidence_type": "official_product_ui_and_spec"
    },
    {
      "id": "P02",
      "title": "Whisper AI Subtitle Generator – Captions in 130+ Languages Online",
      "url": "https://whispertranscribe.ai/subtitle-generator",
      "author": "WhisperTranscribe.ai",
      "accessed_date": "2026-10-22",
      "evidence_type": "official_product_ui_and_spec"
    },
    {
      "id": "P03",
      "title": "Supported Languages",
      "url": "https://developer.transkriptor.com/docs/supported-languages",
      "author": "Transkriptor documentation",
      "accessed_date": "2026-10-22",
      "evidence_type": "official_api_documentation"
    },
    {
      "id": "P04",
      "title": "Transcribe Audio to Text | Best AI Transcription Tool",
      "url": "https://transkriptor.com/",
      "author": "Transkriptor",
      "accessed_date": "2026-10-22",
      "evidence_type": "official_product_spec_and_marketing"
    },
    {
      "id": "P05",
      "title": "Top Online Audio Translator | Translate 100+ Languages",
      "url": "https://transkriptor.com/audio-translator/",
      "author": "Transkriptor",
      "accessed_date": "2026-10-22",
      "evidence_type": "official_product_workflow"
    },
    {
      "id": "P06",
      "title": "HappyScribe's supported languages",
      "url": "https://help.happyscribe.com/en/articles/15027559-happyscribe-s-supported-languages",
      "author": "Simon",
      "publication_date": "2026-07-06",
      "accessed_date": "2026-10-22",
      "evidence_type": "official_help_documentation"
    },
    {
      "id": "P07",
      "title": "Transcribing a file with multiple languages",
      "url": "https://help.happyscribe.com/en/articles/5945368-transcribing-a-file-with-multiple-languages",
      "author": "Dorcas Ngugi",
      "publication_date": "2023-09-26",
      "accessed_date": "2026-10-22",
      "evidence_type": "official_help_documentation"
    },
    {
      "id": "P08",
      "title": "How can I translate my transcript from the Editor?",
      "url": "https://help.happyscribe.com/en/articles/6386190-how-can-i-translate-my-transcript-from-the-editor",
      "author": "Simon",
      "publication_date": "2025-06-25",
      "accessed_date": "2026-10-22",
      "evidence_type": "official_help_documentation"
    },
    {
      "id": "P09",
      "title": "Professional Japanese transcription services",
      "url": "https://www.happyscribe.com/professional-transcription-services/japanese",
      "author": "HappyScribe",
      "accessed_date": "2026-10-22",
      "evidence_type": "official_service_spec"
    },
    {
      "id": "P10",
      "title": "Languages | Speechmatics Docs",
      "url": "https://docs.speechmatics.com/speech-to-text/languages",
      "author": "Speechmatics documentation",
      "accessed_date": "2026-10-22",
      "evidence_type": "official_api_documentation"
    },
    {
      "id": "P11",
      "title": "Models | Speechmatics Docs",
      "url": "https://docs.speechmatics.com/speech-to-text/models",
      "author": "Speechmatics documentation",
      "accessed_date": "2026-10-22",
      "evidence_type": "official_api_documentation"
    },
    {
      "id": "P12",
      "title": "Transcription | ElevenLabs Documentation",
      "url": "https://elevenlabs.io/docs/overview/capabilities/speech-to-text/",
      "author": "ElevenLabs documentation",
      "accessed_date": "2026-10-22",
      "evidence_type": "official_api_documentation"
    },
    {
      "id": "P13",
      "title": "Speech to Text (product guide)",
      "url": "https://elevenlabs.io/docs/eleven-creative/playground/speech-to-text",
      "author": "ElevenLabs documentation",
      "accessed_date": "2026-10-22",
      "evidence_type": "official_product_documentation"
    },
    {
      "id": "P14",
      "title": "Transcripts (product guide)",
      "url": "https://elevenlabs.io/docs/eleven-creative/products/transcripts",
      "author": "ElevenLabs documentation",
      "accessed_date": "2026-10-22",
      "evidence_type": "official_product_documentation"
    },
    {
      "id": "P16",
      "title": "January 12, 2026 | ElevenLabs Documentation",
      "url": "https://elevenlabs.io/docs/changelog/2026/1/12",
      "author": "ElevenLabs",
      "publication_date": "2026-01-12",
      "accessed_date": "2026-10-22",
      "evidence_type": "official_changelog"
    },
    {
      "id": "P17",
      "title": "How to Create Transcript from Video: Step-by-Step Guide [2026]",
      "url": "https://www.happyscribe.com/blog/how-to-create-transcript-from-video",
      "author": "Akshay Kumar",
      "publication_date": "2025-12-31",
      "accessed_date": "2026-10-22",
      "evidence_type": "official_product_tutorial_with_interface_screenshot"
    },
    {
      "id": "P18",
      "title": "AI Transcription & Notetaker in 150+ Languages | HappyScribe",
      "url": "https://www.happyscribe.com/",
      "author": "HappyScribe",
      "accessed_date": "2026-10-22",
      "evidence_type": "official_marketing_demo_and_spec"
    },
    {
      "id": "B01",
      "title": "koedesk STT Bench v1, Track A (FLEURS)",
      "url": "https://koedesk.app/blog/stt-benchmark/",
      "author": "Masaki Kondo / koedesk",
      "publication_date": "2026-07-06",
      "measurement_date": "2026-07-05",
      "accessed_date": "2026-10-22",
      "evidence_type": "third_party_api_benchmark_with_disclosed_funding"
    },
    {
      "id": "B02",
      "title": "Fixed selected-results snapshot",
      "url": "https://github.com/guide-inc-org/koedesk-stt-bench/blob/17682ebac64d7b1413d1aefe35394d6757af203a/results/scores.json",
      "author": "koedesk",
      "accessed_date": "2026-10-22",
      "evidence_type": "licensed_source_data"
    },
    {
      "id": "B03",
      "title": "Preregistration and scoring policy",
      "url": "https://github.com/guide-inc-org/koedesk-stt-bench/blob/17682ebac64d7b1413d1aefe35394d6757af203a/PREREGISTRATION.md",
      "author": "koedesk",
      "accessed_date": "2026-10-22",
      "evidence_type": "benchmark_method"
    },
    {
      "id": "B04",
      "title": "Benchmark amendments",
      "url": "https://github.com/guide-inc-org/koedesk-stt-bench/blob/17682ebac64d7b1413d1aefe35394d6757af203a/AMENDMENTS.md",
      "author": "koedesk",
      "accessed_date": "2026-10-22",
      "evidence_type": "benchmark_method_amendments"
    },
    {
      "id": "B05",
      "title": "Benchmark dataset card",
      "url": "https://huggingface.co/datasets/koedesk/stt-bench",
      "author": "koedesk",
      "accessed_date": "2026-10-22",
      "evidence_type": "dataset_definition"
    },
    {
      "id": "UI01",
      "title": "HappyScribe public subtitle editor",
      "url": "https://www.happyscribe.com/tools/online-subtitle-editor/free",
      "author": "HappyScribe",
      "accessed_date": "2026-10-22",
      "evidence_type": "actual_preprocessing_interface_inspection"
    },
    {
      "id": "M-FLEURS",
      "title": "FLEURS dataset card",
      "url": "https://huggingface.co/datasets/google/fleurs",
      "author": "Google",
      "accessed_date": "2026-10-22",
      "evidence_type": "primary_dataset_card"
    },
    {
      "id": "M2",
      "title": "Korean Script Resources",
      "url": "https://www.w3.org/TR/kore-lreq/",
      "author": "Richard Ishida / W3C Internationalization",
      "publication_date": "2026-03-21 Group Note Draft",
      "accessed_date": "2026-10-22",
      "evidence_type": "text_layout_primary_reference"
    },
    {
      "id": "M3",
      "title": "Arabic & Persian Layout Requirements",
      "url": "https://www.w3.org/TR/alreq/",
      "author": "W3C Arabic Layout Task Force",
      "publication_date": "2025-10-02 Group Draft Note",
      "accessed_date": "2026-10-22",
      "evidence_type": "text_layout_primary_reference"
    },
    {
      "id": "M4",
      "title": "Unicode 16.0 Core Specification, Chapter 12, South and Central Asia-I",
      "url": "https://www.unicode.org/versions/Unicode16.0.0/core-spec/chapter-12/",
      "author": "Unicode Consortium",
      "publication_date": "Unicode16.0.0",
      "accessed_date": "2026-10-22",
      "evidence_type": "text_layout_primary_reference"
    },
    {
      "id": "M5",
      "title": "Approaches to line breaking",
      "url": "https://www.w3.org/International/articles/typography/linebreak.en.html",
      "author": "W3C Internationalization",
      "publication_date": "Current article accessed2026-10-22",
      "accessed_date": "2026-10-22",
      "evidence_type": "text_layout_primary_reference"
    },
    {
      "id": "M30",
      "title": "Character error rate implementation and definition",
      "url": "https://github.com/huggingface/evaluate/blob/main/metrics/cer/cer.py",
      "author": "Hugging Face Evaluate",
      "accessed_date": "2026-10-22",
      "evidence_type": "evaluation_or_text_standard"
    },
    {
      "id": "M31",
      "title": "Unicode normalization forms",
      "url": "https://www.unicode.org/reports/tr15/tr15-58.html",
      "author": "Unicode Consortium",
      "accessed_date": "2026-10-22",
      "evidence_type": "evaluation_or_text_standard"
    },
    {
      "id": "OWNER-TECH-20261022",
      "title": "WhisperTranscribe.ai product technical description",
      "url": "https://aiscribereview.com/wp-content/uploads/2026/10/asr-multilingual-9319/product-statement.html#whisper-architecture",
      "author": "WhisperTranscribe.ai product operator; statement supplied to AIScribeReview",
      "publication_date": "2026-10-22",
      "accessed_date": "2026-10-22",
      "evidence_type": "operator_provided_technical_description",
      "supports": "Built on OpenAI Whisper and combined with additional models developed by its own team."
    },
    {
      "id": "REVIEWER-LANG-20261025",
      "title": "WhisperTranscribe.ai eleven-language reviewer data",
      "url": "https://aiscribereview.com/wp-content/uploads/2026/10/asr-multilingual-9319/product-language-results.html#source",
      "author": "Reviewer; data supplied in this chat",
      "received_date": "2026-10-25",
      "accessed_date": "2026-10-25",
      "evidence_type": "reviewer_provided_product_data",
      "supports": "Eleven product error-rate values supplied by the reviewer; Japanese and Thai CER, other languages WER.",
      "independently_reproduced": false
    }
  ]
}
