> ## Documentation Index
> Fetch the complete documentation index at: https://docs.sunbird.ai/llms.txt
> Use this file to discover all available pages before exploring further.

# Speech to Text

> Upload an audio file and get the transcription text.

Upload an audio file for transcription. Supports various audio formats
including MP3, WAV, OGG, M4A, and AAC.

Limitations:

    - Maximum audio duration: Files longer than 10 minutes will be trimmed
    - Supported formats: MP3, WAV, OGG, M4A, AAC
    - Large files are supported but only first 10 minutes will be transcribed

Note:

    For files larger than 100MB, please use chunked upload or consider
    splitting the audio file.

Args:

    request: The FastAPI request object.
    audio: The uploaded audio file.
    language: Target language for transcription. Defaults to Luganda.
    adapter: Language adapter to use. Defaults to Luganda.
    recognise_speakers: Enable speaker diarization. Defaults to False.
    whisper: Use Whisper model for transcription. Defaults to False.
    db: Database session.
    current_user: The authenticated user.
    service: The STT service instance.

Returns:

    STTTranscript containing the transcription results.

Raises:

    ValidationError: If audio file validation fails.
    BadRequestError: If audio processing fails.
    ExternalServiceError: If transcription service fails.



## OpenAPI

````yaml api-reference/openapi-legacy.json POST /tasks/stt
openapi: 3.1.0
info:
  title: Sunbird AI API (Legacy / Deprecated)
  description: >

    Welcome to the Sunbird AI API documentation. The Sunbird AI API provides
    access to

    Sunbird's language models and AI services for Ugandan languages.


    ## Supported Languages

    **English**, **Acholi**, **Ateso**, **Luganda**, **Lugbara**,
    **Runyankole**, **Swahili**

    and **20+** more Ugandan languages supported via sunflower.


    ## Getting Started

    You can checkout the [usage guide](https://salt.sunbird.ai/API/) for a full
    tutorial.


    For quickstart tutorials, visit our

    [GitHub
    repository](https://github.com/SunbirdAI/sunbird-ai-api/blob/main/docs/tutorial.md)


    ### Authentication


    #### Signing Up

    If you don't already have an account, use the `/auth/register` endpoint to
    create one.


    #### Getting an Access Token

    Authentication is done via a Bearer token. Use the `/auth/token` endpoint to
    get your

    access token. This token lasts for 7 days.


    Use the `Authorize` button below to login and access the protected
    endpoints.


    ## API Endpoints


    ### Translation

    - **`POST /tasks/translate`** - Translate text between 32 Ugandan and East
    African
      languages using the Sunflower model. Languages are accepted as ISO codes (`lug`)
      or full names (`Luganda`); `source_language` is optional (auto-detected when
      omitted). Translation works between any pair of supported languages.

    ### Language Detection

    - **`POST /tasks/language_id`** - Auto-detect the language of text input
      (supports Acholi, Ateso, English, Luganda, Lugbara, Runyankole)

    ### Speech-to-Text (STT)

    - **`POST /tasks/audio/transcriptions`** - Unified STT endpoint
    (OpenAI-style).
      - Accepts an uploaded audio file (`audio`) or a GCS object (`gcs_blob_name`).
      - `platform`: `modal` (default, Whisper large-v3) or `runpod`.
      - RunPod options: `adapter` (language adapter), `whisper`, `recognise_speakers`
        (diarization), and the `org` organization workflow.
      - `language`: 3-letter code (e.g. `eng`, `lug`) or full name; improves accuracy.
        Supports WAV, MP3, OGG, M4A, and more. Auto-detects when omitted.
      - **Deprecated** → use `POST /tasks/audio/transcriptions`:
        - `POST /tasks/stt`, `POST /tasks/stt_from_gcs`, `POST /tasks/org/stt`,
          `POST /tasks/modal/stt`

    ### Text-to-Speech (TTS)

    - **`POST /tasks/audio/speech`** - Unified single-synthesis endpoint.
      - `model`: `orpheus-3b-tts` (default) or `spark-tts`; `platform`: `modal` or `runpod`.
      - `voice`: speaker tag/name. `response_mode`: `url` (default), `stream`, or `both`
        (`stream`/`both` require `spark-tts` on `modal`).
      - Orpheus tuning: `language`, `temperature`, `top_p`, `repetition_penalty`,
        `max_tokens`, `seed`. Returns a signed GCP Storage URL.
    - **`POST /tasks/audio/speech/batch`** - Batch synthesis (orpheus-3b-tts
    only), 1-128 items.

    - **`GET /tasks/voice/speakers`** - List voices for a `model` (optional
    orpheus `language`).
      - **orpheus-3b-tts** covers 20 African languages: Acholi (`ach`), Afrikaans (`afr`),
        English (`eng`), Ewe (`ewe`), Fulah (`ful`), Hausa (`hau`), Igbo (`ibo`), Kikuyu (`kik`),
        Kinyarwanda (`kin`), Lugbara (`lgg`), Lingala (`lin`), Luganda (`lug`), Luo (`luo`),
        Runyankole (`nyn`), Sesotho (`sot`), Swahili (`swa`), Ateso (`teo`), Setswana (`tsn`),
        Xhosa (`xho`), Yoruba (`yor`). A few (`lgg`, `sot`, `tsn`) are in the training mix but
        expose no individual voice IDs yet. Full per-speaker catalog: see the
        [tutorial](https://github.com/SunbirdAI/sunbird-ai-api/blob/main/docs/tutorial.md)
        or call `GET /tasks/voice/speakers`.
    - **`GET /tasks/audio/speech/url`** - Refresh an expired signed URL for a
    stored audio object.
      - **Deprecated** → superseded by the unified endpoints above:
        - `POST /tasks/modal/tts`, `POST /tasks/runpod/tts`,
          `POST /tasks/modal/orpheus/tts` → `POST /tasks/audio/speech`
        - `POST /tasks/modal/tts/stream` → `/tasks/audio/speech` (`response_mode=stream`)
        - `POST /tasks/modal/tts/stream-with-url` → `/tasks/audio/speech` (`response_mode=both`)
        - `POST /tasks/modal/orpheus/tts/batch` → `POST /tasks/audio/speech/batch`
        - `GET /tasks/modal/tts/speakers`, `GET /tasks/modal/orpheus/speakers`,
          `GET /tasks/modal/orpheus/speakers/{language}` → `GET /tasks/voice/speakers`
        - `GET /tasks/modal/tts/refresh-url` → `GET /tasks/audio/speech/url`

    ### Inference (Sunflower Chat)

    - **`POST /tasks/chat/completions`** - OpenAI-compatible chat completions
    (Sunflower model).
      Supports single instructions, multi-turn conversations, and SSE streaming (`stream: true`).
      Use model `Sunbird/Sunflower-14B`.
      - **Deprecated** → superseded by the unified endpoint above:
        - `POST /tasks/sunflower_inference` → `POST /tasks/chat/completions`
        - `POST /tasks/sunflower_simple` → `POST /tasks/chat/completions` (send the instruction as a single user message)

    ### File Upload

    - **`POST /tasks/generate-upload-url`** - Generate signed URLs for direct
    client uploads to GCP Storage
      - Supports audio files, images, and other content types
      - Includes path traversal protection and input validation
      - Returns temporary signed URL valid for 30 minutes

    ### WhatsApp Integration (Webhooks)

    - **`POST /tasks/webhook`** - Handle incoming WhatsApp Business API messages

    - **`GET /tasks/webhook`** - Verify webhook endpoint ownership for WhatsApp


    ### Legacy Endpoints

    - **`POST /tasks/summarise`** - *(Deprecated)* Anonymized text summarization
    (use Sunflower inference instead)


    ## Rate Limiting

    API endpoints are rate-limited to ensure fair usage. Authentication is
    required for most endpoints.
  version: 0.1.0
servers:
  - url: https://api.sunbird.ai
security: []
tags:
  - name: legacy/deprecated
    description: >-
      Deprecated endpoints retained for backward compatibility. Each is
      superseded by a unified endpoint — see its Deprecation/Sunset/Link
      response headers — and will be removed after the sunset date. Do not build
      new integrations against these.
paths:
  /tasks/stt:
    post:
      tags:
        - legacy/deprecated
      summary: Speech To Text
      description: |-
        Upload an audio file and get the transcription text.

        Upload an audio file for transcription. Supports various audio formats
        including MP3, WAV, OGG, M4A, and AAC.

        Limitations:

            - Maximum audio duration: Files longer than 10 minutes will be trimmed
            - Supported formats: MP3, WAV, OGG, M4A, AAC
            - Large files are supported but only first 10 minutes will be transcribed

        Note:

            For files larger than 100MB, please use chunked upload or consider
            splitting the audio file.

        Args:

            request: The FastAPI request object.
            audio: The uploaded audio file.
            language: Target language for transcription. Defaults to Luganda.
            adapter: Language adapter to use. Defaults to Luganda.
            recognise_speakers: Enable speaker diarization. Defaults to False.
            whisper: Use Whisper model for transcription. Defaults to False.
            db: Database session.
            current_user: The authenticated user.
            service: The STT service instance.

        Returns:

            STTTranscript containing the transcription results.

        Raises:

            ValidationError: If audio file validation fails.
            BadRequestError: If audio processing fails.
            ExternalServiceError: If transcription service fails.
      operationId: speech_to_text_tasks_stt_post
      requestBody:
        content:
          multipart/form-data:
            schema:
              $ref: '#/components/schemas/Body_speech_to_text_tasks_stt_post'
        required: true
      responses:
        '200':
          description: Successful Response
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/STTTranscript'
        '422':
          description: Validation Error
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/HTTPValidationError'
      deprecated: true
      security:
        - OAuth2PasswordBearer: []
components:
  schemas:
    Body_speech_to_text_tasks_stt_post:
      properties:
        audio:
          type: string
          format: binary
          title: Audio
          description: Audio file to transcribe
        language:
          $ref: '#/components/schemas/SttbLanguage'
          default: lug
        adapter:
          $ref: '#/components/schemas/SttbLanguage'
          default: lug
        recognise_speakers:
          type: boolean
          title: Recognise Speakers
          default: false
        whisper:
          type: boolean
          title: Whisper
          default: false
      type: object
      required:
        - audio
      title: Body_speech_to_text_tasks_stt_post
    STTTranscript:
      properties:
        audio_transcription:
          anyOf:
            - type: string
            - type: 'null'
          title: Audio Transcription
          description: The transcribed text from the audio
        diarization_output:
          anyOf:
            - additionalProperties: true
              type: object
            - type: 'null'
          title: Diarization Output
          description: Speaker diarization data
        formatted_diarization_output:
          anyOf:
            - type: string
            - type: 'null'
          title: Formatted Diarization Output
          description: Human-readable diarization output
        audio_transcription_id:
          anyOf:
            - type: integer
            - type: 'null'
          title: Audio Transcription Id
          description: Database ID of the saved transcription
        audio_url:
          anyOf:
            - type: string
            - type: 'null'
          title: Audio Url
          description: URL or path to the processed audio file
        language:
          anyOf:
            - type: string
            - type: 'null'
          title: Language
          description: The language code used for transcription
        was_audio_trimmed:
          anyOf:
            - type: boolean
            - type: 'null'
          title: Was Audio Trimmed
          description: Whether the audio was trimmed to max duration
          default: false
        original_duration_minutes:
          anyOf:
            - type: number
            - type: 'null'
          title: Original Duration Minutes
          description: Original duration in minutes if audio was trimmed
      type: object
      title: STTTranscript
      description: |-
        Response model for speech-to-text transcription results.

        This model represents the output of an STT transcription request,
        including the transcribed text, diarization data, and metadata.

        Attributes:
            audio_transcription: The transcribed text from the audio.
            diarization_output: Speaker diarization data as a dictionary.
            formatted_diarization_output: Human-readable diarization output.
            audio_transcription_id: Database ID of the saved transcription.
            audio_url: URL or path to the processed audio file.
            language: The language code used for transcription.
            was_audio_trimmed: Whether the audio was trimmed to max duration.
            original_duration_minutes: Original duration if audio was trimmed.
    HTTPValidationError:
      properties:
        detail:
          items:
            $ref: '#/components/schemas/ValidationError'
          type: array
          title: Detail
      type: object
      title: HTTPValidationError
    SttbLanguage:
      type: string
      enum:
        - ach
        - teo
        - eng
        - lug
        - lgg
        - nyn
        - swa
        - kin
        - xog
        - myx
      title: SttbLanguage
      description: |-
        Supported languages for Speech-to-Text transcription.

        This enum defines the language codes supported by the STT service.
        Each value represents an ISO 639-3 language code.

        Attributes:
            acholi: Acholi language (ach).
            ateso: Ateso language (teo).
            english: English language (eng).
            luganda: Luganda language (lug).
            lugbara: Lugbara language (lgg).
            runyankole: Runyankole language (nyn).
            swahili: Swahili language (swa).
            kinyarwanda: Kinyarwanda language (kin).
            lusoga: Lusoga language (xog).
            lumasaba: Lumasaba language (myx).
    ValidationError:
      properties:
        loc:
          items:
            anyOf:
              - type: string
              - type: integer
          type: array
          title: Location
        msg:
          type: string
          title: Message
        type:
          type: string
          title: Error Type
      type: object
      required:
        - loc
        - msg
        - type
      title: ValidationError
  securitySchemes:
    OAuth2PasswordBearer:
      type: oauth2
      flows:
        password:
          scopes: {}
          tokenUrl: /auth/token

````