{"passport":{"unfragile":{"@version":"1.0","version":"2026-05","artifact":{"id":"tool_dictation-io","slug":"dictation-io","name":"Dictation IO","type":"webapp","url":"https://dictation.io","page_url":"https://unfragile.ai/dictation-io","categories":["text-writing"],"tags":[],"pricing":{"model":"free","free":true,"starting_price":null},"status":"active","verified":false},"capabilities":[{"id":"tool_dictation-io__cap_0","uri":"capability://text.generation.language.real.time.browser.based.speech.to.text.transcription","name":"real-time browser-based speech-to-text transcription","description":"Converts spoken audio directly to text using the Web Speech API (likely Chrome's speech recognition engine or similar browser-native implementation), processing audio streams in real-time with minimal latency. The system captures microphone input, sends audio frames to the browser's speech recognition service, and streams recognized text back to the DOM without requiring server-side processing or external API calls for the core transcription.","intents":["I need to quickly dictate notes or emails without opening a separate application","I want to transcribe short voice memos directly in my browser while working","I need a zero-setup solution to convert speech to text on any device with a microphone"],"best_for":["Individual users needing casual, ad-hoc voice-to-text conversion","Accessibility-focused users who prefer voice input over typing","Teams in resource-constrained environments avoiding paid transcription services"],"limitations":["Relies entirely on browser's native speech recognition API — accuracy and language support vary by browser vendor and OS","No server-side processing means no advanced post-processing, punctuation correction, or confidence scoring","Real-time transcription may have 1-3 second latency depending on browser implementation and network conditions","No speaker diarization or multi-speaker identification — treats all audio as single speaker","Limited to languages supported by the underlying browser speech API (typically 50-100 languages with varying quality)"],"requires":["Modern browser with Web Speech API support (Chrome 25+, Edge 79+, Safari 14.1+)","Microphone hardware and browser microphone permissions granted","Stable internet connection (some browsers require cloud-based speech recognition)"],"input_types":["audio stream from microphone"],"output_types":["plain text","unformatted transcription"],"categories":["text-generation-language","accessibility"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_dictation-io__cap_1","uri":"capability://text.generation.language.multi.language.speech.recognition.with.automatic.language.detection","name":"multi-language speech recognition with automatic language detection","description":"Supports transcription across multiple languages by allowing users to select a target language before recording, or by attempting to auto-detect the spoken language from audio characteristics. The implementation likely delegates language detection to the browser's speech recognition engine, which uses acoustic models trained on language-specific phoneme patterns to identify which language is being spoken.","intents":["I need to transcribe speech in languages other than English","I want the system to automatically detect which language I'm speaking without manual configuration","I'm working in a multilingual environment and need to switch between languages quickly"],"best_for":["Multilingual users and international teams","Content creators working across multiple language markets","Users in non-English-speaking regions who need native-language transcription"],"limitations":["Language detection accuracy depends entirely on browser vendor — some browsers have weak support for non-major languages","Automatic language detection may fail or misidentify language if audio contains mixed languages or heavy accents","No fine-tuning or custom language models — limited to pre-trained models bundled with the browser","Language support varies significantly by browser (Chrome supports ~50 languages, Safari ~30, Firefox ~20)","No dialect or regional variant support — treats all Spanish as one language, for example"],"requires":["Browser with multi-language speech recognition support","User selection of target language or browser's automatic language detection capability","Microphone input in the target language"],"input_types":["audio stream in target language"],"output_types":["plain text in target language"],"categories":["text-generation-language","data-processing-analysis"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_dictation-io__cap_2","uri":"capability://automation.workflow.zero.installation.cross.device.web.access","name":"zero-installation cross-device web access","description":"Provides transcription functionality through a responsive web interface accessible from any device with a modern browser and microphone, eliminating the need for software installation, updates, or platform-specific builds. The architecture is stateless and browser-based, with all processing delegated to the client-side Web Speech API, allowing the same URL to work identically on desktop, tablet, and mobile devices without backend synchronization.","intents":["I want to use dictation on multiple devices without installing software on each one","I need to quickly access transcription from a borrowed or public computer","I prefer web-based tools that don't require system administration or IT approval to install"],"best_for":["Freelancers and remote workers using multiple devices","Enterprise users in locked-down environments where software installation is restricted","Casual users who want instant access without onboarding friction","Mobile-first users who need transcription on smartphones and tablets"],"limitations":["No persistent storage or sync across devices — transcriptions exist only in the current browser session unless manually copied","Dependent on browser availability and Web Speech API support — older browsers or privacy-focused browsers may not work","No offline capability — requires internet connection for browsers that use cloud-based speech recognition","Limited to browser's security sandbox — cannot access system microphone without explicit user permission each session","No native app features like background recording, system-wide dictation, or OS-level integration"],"requires":["Modern web browser (Chrome, Edge, Safari, or Firefox)","Internet connection (for browsers using cloud-based speech recognition)","Microphone hardware with browser permissions granted"],"input_types":["microphone audio stream"],"output_types":["plain text in browser"],"categories":["automation-workflow","accessibility"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_dictation-io__cap_3","uri":"capability://text.generation.language.raw.transcription.output.with.minimal.post.processing","name":"raw transcription output with minimal post-processing","description":"Delivers transcribed text directly from the browser's speech recognition engine with minimal filtering or formatting applied, returning unstructured plain text without automatic punctuation insertion, capitalization correction, or grammar normalization. The output is the raw recognition result from the Web Speech API, potentially including false starts, filler words, and recognition artifacts that would typically be cleaned by post-processing pipelines.","intents":["I need quick, unfiltered transcription for personal notes where perfect formatting isn't critical","I want to see exactly what the speech recognition engine heard without AI-based cleanup","I prefer to manually edit and format transcriptions rather than relying on automatic correction"],"best_for":["Users creating rough drafts or quick notes that will be edited later","Developers or researchers who need raw speech recognition output for analysis","Users who distrust automatic punctuation or grammar correction"],"limitations":["No automatic punctuation insertion — users must manually add periods, commas, and question marks","No capitalization correction — proper nouns and sentence starts may not be capitalized correctly","No speaker identification or diarization — multiple speakers appear as continuous text without attribution","No confidence scoring or alternative transcription suggestions — single best-guess output only","False starts, filler words ('um', 'uh'), and recognition errors are included without filtering","No context-aware correction — homonyms and ambiguous words are transcribed phonetically without semantic understanding"],"requires":["Browser with Web Speech API support","Microphone input","User acceptance of unpolished transcription output"],"input_types":["audio stream from microphone"],"output_types":["plain text (unformatted, unpunctuated)"],"categories":["text-generation-language","data-processing-analysis"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_dictation-io__cap_4","uri":"capability://text.generation.language.in.browser.text.copying.and.manual.editing","name":"in-browser text copying and manual editing","description":"Provides basic UI controls to copy transcribed text to the clipboard and manually edit the output within the browser interface, allowing users to correct recognition errors, add punctuation, and format text before exporting. The implementation likely uses standard HTML textarea or contenteditable elements with JavaScript event handlers for copy-to-clipboard functionality, enabling straightforward text manipulation without external tools.","intents":["I need to quickly copy transcribed text to use in another application","I want to fix obvious transcription errors before sharing or saving the text","I need to add punctuation and formatting that the speech recognition missed"],"best_for":["Users creating quick notes that need minor cleanup","Content creators who will refine transcriptions in external editors","Users without access to advanced transcription editing tools"],"limitations":["No undo/redo functionality — manual edits may be lost if not carefully managed","No batch editing or find-and-replace — users must manually correct each error","No formatting options — only plain text editing, no bold, italic, or structured formatting","No spell-checking or grammar suggestions — users must identify and fix errors manually","Limited to browser's text editing capabilities — no advanced features like version history or collaborative editing","Copy-to-clipboard may fail on some browsers or require additional user permissions"],"requires":["Browser with clipboard API support (modern browsers)","Microphone for initial transcription","User willingness to manually edit text"],"input_types":["transcribed text from speech recognition"],"output_types":["plain text (edited by user)"],"categories":["text-generation-language","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_dictation-io__cap_5","uri":"capability://automation.workflow.free.tier.unlimited.transcription.without.authentication","name":"free-tier unlimited transcription without authentication","description":"Offers unlimited speech-to-text transcription without requiring user registration, login, or payment, with no usage limits, time restrictions, or feature paywalls. The service is entirely free and accessible immediately upon visiting the website, with no account creation friction or hidden premium tiers, relying on the browser's native speech recognition API to avoid backend infrastructure costs.","intents":["I want to try dictation software without committing to a paid subscription","I need transcription occasionally and don't want to pay for a service I'll use infrequently","I prefer tools with transparent, no-hidden-cost pricing models"],"best_for":["Budget-conscious individual users and students","Teams evaluating transcription tools before purchasing enterprise solutions","Users in regions where paid services are inaccessible or expensive"],"limitations":["No revenue model means no funding for feature development or infrastructure improvements","Service may be discontinued without notice if business model changes","No guaranteed uptime or SLA — free services often have lower reliability","No customer support or documentation — users must troubleshoot issues independently","No data persistence or backup — transcriptions are lost if browser is closed","Limited to browser's speech recognition quality — no investment in custom models or accuracy improvements"],"requires":["No account creation or payment required","Modern web browser","Microphone"],"input_types":["microphone audio"],"output_types":["plain text transcription"],"categories":["automation-workflow","accessibility"],"confidence":0.5,"matches":0,"success_rate":0}],"trust":{"score":39,"verified":false,"data_access_risk":"low","permissions":["Modern browser with Web Speech API support (Chrome 25+, Edge 79+, Safari 14.1+)","Microphone hardware and browser microphone permissions granted","Stable internet connection (some browsers require cloud-based speech recognition)","Browser with multi-language speech recognition support","User selection of target language or browser's automatic language detection capability","Microphone input in the target language","Modern web browser (Chrome, Edge, Safari, or Firefox)","Internet connection (for browsers using cloud-based speech recognition)","Microphone hardware with browser permissions granted","Browser with Web Speech API support"],"failure_modes":["Relies entirely on browser's native speech recognition API — accuracy and language support vary by browser vendor and OS","No server-side processing means no advanced post-processing, punctuation correction, or confidence scoring","Real-time transcription may have 1-3 second latency depending on browser implementation and network conditions","No speaker diarization or multi-speaker identification — treats all audio as single speaker","Limited to languages supported by the underlying browser speech API (typically 50-100 languages with varying quality)","Language detection accuracy depends entirely on browser vendor — some browsers have weak support for non-major languages","Automatic language detection may fail or misidentify language if audio contains mixed languages or heavy accents","No fine-tuning or custom language models — limited to pre-trained models bundled with the browser","Language support varies significantly by browser (Chrome supports ~50 languages, Safari ~30, Firefox ~20)","No dialect or regional variant support — treats all Spanish as one language, for example","builder identity is not verified yet","no observed match outcomes yet"],"rank_breakdown":{"adoption":0.31666666666666665,"quality":0.67,"ecosystem":0.15000000000000002,"match_graph":0.25,"freshness":0.75,"weights":{"adoption":0.25,"quality":0.25,"ecosystem":0.1,"match_graph":0.35,"freshness":0.05}},"observed_outcomes":{"matches":0,"success_rate":0,"avg_confidence":0,"top_intents":[],"last_matched_at":null},"maintenance":{"status":"active","updated_at":"2026-05-24T12:16:30.283Z","last_scraped_at":"2026-04-05T13:23:42.561Z","last_commit":null},"community":{"stars":null,"forks":null,"weekly_downloads":null,"model_downloads":null,"model_likes":null}},"distribution":{"claim_url":"https://unfragile.ai/submit?claim=dictation-io","compare_url":"https://unfragile.ai/compare?artifact=dictation-io"}},"signature":"pClCCLxxj2qQQPQ61w4+rxf2aYJyH4hnI+vmqcUTQ51ajOjCaBUYETOirs1SSFdEYAoX1vfHpKgvV6JCUg1KBA==","signedAt":"2026-06-21T14:37:18.657Z","signedBy":"unfragile.ai","version":1},"_links":{"self":"https://unfragile.ai/api/v1/passport/dictation-io","artifact":"https://unfragile.ai/dictation-io","verify":"https://unfragile.ai/api/v1/verify?slug=dictation-io","publicKey":"https://unfragile.ai/api/v1/trust-passport-public-key","spec":"https://unfragile.ai/trust","schema":"https://unfragile.ai/schema.json","docs":"https://unfragile.ai/docs"}}