Web application / AI & language tools

Scribe · Bulgarian Transcription

Private application

A private Bulgarian transcription workspace with browser recording, Whisper processing, transcript/email attachments and companion calendar/task tools.

Scribe · Bulgarian Transcription
Scribe — browser interface for Bulgarian audio transcription.
Scribe — browser interface for Bulgarian audio transcription.
A CLOSER LOOK

See the workflow.

Illustrated workflow · sample interface. The application requires authorised access.

Record in the browser
Process on a private server
Use the transcript

An authorised user records audio with recording and processing feedback.

The FastAPI/Whisper service prepares Bulgarian transcription. This portfolio walkthrough does not record or transmit audio.

Transcript history and staff-directed email connect the result to everyday workflows.

About the project

Scribe is a web application at scribe.vso.bg that connects to a private server for AI audio transcription into Bulgarian text.

The project provides a browser-based entry point to a privately hosted transcription workflow.

INSIDE THE PROJECT

Features & capabilities

Explore the tools and workflows built into this project.

CAPABILITIES

Browser recording and Bulgarian transcription

  • Start/stop microphone recording from the browser, with an audio-level waveform and recording/processing/ready feedback.
  • Send recordings to a FastAPI backend for Bulgarian-focused Whisper transcription; the API also accepts a language parameter.
  • Microphone use requires permission and a supported browser, with HTTPS required for production. Transcription needs a reachable backend; it does not run offline in the browser.
CAPABILITIES

Private audio processing

  • PyTorch selects CUDA when available and otherwise uses CPU. The Whisper model is configurable, with large-v3 as the inspected default.
  • FFmpeg prepares 16 kHz mono audio with loudness normalization before recognition.
  • Decode settings such as temperature, beam search and word timestamps can be configured on the server. Audio and transcription records are stored with database metadata.
CAPABILITIES

History, playback and downloads

  • Review recent recordings and the stored transcription history, including timestamps and email-delivery fields.
  • Open transcript text, replay associated audio in the voice interface and download transcript/audio files through backend endpoints.
  • Calendar events and tasks can retain source-audio/transcript references for later review.
CAPABILITIES

Email messages and attachments

  • Bulgarian spoken commands can route a message to a named employee or all active employees.
  • The parser extracts recipient/content information and removes command wording from the message body.
  • SMTP delivery supports text, generated PDF and audio attachments. ReportLab prepares transcript PDFs, and responses/history record email results and recipients.
CAPABILITIES

Bulgarian voice commands

  • Recognize intents for sending messages, reading notes/tasks, adding calendar events or tasks, querying events/tasks, deleting events and reassigning tasks.
  • Extract employees, participants, dates, periods and spoken time ranges, including today/tomorrow, weeks/months and named dates.
  • These operational commands use the implemented command parser; they are not a general-purpose conversational chatbot. Event deletion has confirmation and multiple-match handling in the voice interface.
CAPABILITIES

Calendar workspace

  • A Bulgarian FullCalendar interface provides month/week/day views, event creation/editing, date/time, location, participants and all-day events.
  • Drag or resize events to adjust their schedule. The backend supports event lookup, update and deletion, with associated voice/audio references where supplied.
  • The companion calendar module includes account- and creator-based permission checks for editing/deleting events.
CAPABILITIES

Task management

  • A three-column board separates pending, in-progress and completed tasks, with employee assignment, deadlines and overdue indicators.
  • Four priorities, filters, status editing, task creation/update/deletion and voice reassignment support day-to-day work.
  • The companion task module checks administrator/creator/assignee permissions and can restrict an assignee to status-only changes. Destructive task actions have confirmation in the interface.
CAPABILITIES

Daily notes and staff directory

  • Browse dated notes through month/day navigation, see days with notes and create, manually save or delete note text.
  • Query notes and tasks by employee/time period through the voice workspace and administrator text-query tools.
  • Employee records hold names, email addresses and active status for command matching and distribution, with management API operations and directory controls.
CAPABILITIES

Private web architecture

  • PHP login/session interfaces and MySQL storage accompany Python/FastAPI routes protected by an API key.
  • The voice and calendar modules include administrator/user distinctions and employee associations. Responsive Bulgarian interfaces provide modals, status messages and audio controls.
  • Model, database, mail and server settings are configurable for the private deployment.

Explore the services behind this work

Workflow automation & integrations ↗Custom web application development ↗

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