whisper.cpp/bindings/ruby/sig/whisper.rbs

module Whisper
  interface _Samples
    def length: () -> Integer
    def each: { (Float) -> void } -> void
  end

  type log_callback = ^(Integer level, String message, Object user_data) -> void
  type new_segment_callback = ^(Whisper::Context, void, Integer n_new, Object user_data) -> void
  type progress_callback = ^(Whisper::Context, void, Integer progress, Object user_data) -> void
  type abort_callback = ^(Whisper::Context, void, Object user_data) -> boolish

  LOG_LEVEL_NONE: Integer
  LOG_LEVEL_INFO: Integer
  LOG_LEVEL_WARN: Integer
  LOG_LEVEL_ERROR: Integer
  LOG_LEVEL_DEBUG: Integer
  LOG_LEVEL_CONT: Integer

  def self.lang_max_id: () -> Integer
  def self.lang_id: (string name) -> Integer
  def self.lang_str: (Integer id) -> String
  def self.lang_str_full: (Integer id) -> String
  def self.log_set: (log_callback, Object? user_data) -> log_callback

  class Context
    def self.new: (path | ::URI::HTTP) -> instance

    # transcribe a single file
    # can emit to a block results
    #
    #   params = Whisper::Params.new
    #   params.duration = 60_000
    #   whisper.transcribe "path/to/audio.wav", params do |text|
    #     puts text
    #   end
    #
    def transcribe: (string, Params) -> self
                  | (string, Params) { (String) -> void } -> self

    def model_n_vocab: () -> Integer
    def model_n_audio_ctx: () -> Integer
    def model_n_audio_state: () -> Integer
    def model_n_text_head: () -> Integer
    def model_n_text_layer: () -> Integer
    def model_n_mels: () -> Integer
    def model_ftype: () -> Integer
    def model_type: () -> String

    # Yields each Whisper::Segment:
    #
    #   whisper.transcribe("path/to/audio.wav", params)
    #   whisper.each_segment do |segment|
    #     puts segment.text
    #   end
    #
    # Returns an Enumerator if no block given:
    #
    #   whisper.transcribe("path/to/audio.wav", params)
    #   enum = whisper.each_segment
    #   enum.to_a # => [#<Whisper::Segment>, ...]
    #
    def each_segment: { (Segment) -> void } -> void
                    | () -> Enumerator[Segment]

    def model: () -> Model
    def full_get_segment: (Integer nth) -> Segment
    def full_n_segments: () -> Integer

    # Language ID, which can be converted to string by Whisper.lang_str and Whisper.lang_str_full.
    #
    def full_lang_id: () -> Integer

    # Start time of a segment indexed by +segment_index+ in centiseconds (10 times milliseconds).
    #
    #   full_get_segment_t0(3) # => 1668 (16680 ms)
    #
    def full_get_segment_t0: (Integer) -> Integer

    # End time of a segment indexed by +segment_index+ in centiseconds (10 times milliseconds).
    #
    #   full_get_segment_t1(3) # => 1668 (16680 ms)
    #
    def full_get_segment_t1: (Integer) -> Integer

    # Whether the next segment indexed by +segment_index+ is predicated as a speaker turn.
    #
    #   full_get_segment_speacker_turn_next(3) # => true
    #
    def full_get_segment_speaker_turn_next: (Integer) -> (true | false)

    # Text of a segment indexed by +segment_index+.
    #
    #   full_get_segment_text(3) # => "ask not what your country can do for you, ..."
    #
    def full_get_segment_text: (Integer) -> String

    def full_get_segment_no_speech_prob: (Integer) -> Float

    # Run the entire model: PCM -> log mel spectrogram -> encoder -> decoder -> text
    # Not thread safe for same context
    # Uses the specified decoding strategy to obtain the text.
    #
    # The second argument +samples+ must be an array of samples, respond to :length, or be a MemoryView of an array of float. It must be 32 bit float PCM audio data.
    #
    def full: (Params, Array[Float] samples, ?Integer n_samples) -> self
            | (Params, _Samples, ?Integer n_samples) -> self

    # Split the input audio in chunks and process each chunk separately using whisper_full_with_state()
    # Result is stored in the default state of the context
    # Not thread safe if executed in parallel on the same context.
    # It seems this approach can offer some speedup in some cases.
    # However, the transcription accuracy can be worse at the beginning and end of each chunk.
    #
    def full_parallel: (Params, Array[Float], ?Integer n_samples) -> self
                     | (Params, _Samples, ?Integer n_samples) -> self
                     | (Params, _Samples, ?Integer? n_samples, Integer n_processors) -> self
  end

  class Params
    def self.new: (
      ?language: string,
      ?translate: boolish,
      ?no_context: boolish,
      ?single_segment: boolish,
      ?print_special: boolish,
      ?print_progress: boolish,
      ?print_realtime: boolish,
      ?print_timestamps: boolish,
      ?suppress_blank: boolish,
      ?suppress_nst: boolish,
      ?token_timestamps: boolish,
      ?split_on_word: boolish,
      ?initial_prompt: string | nil,
      ?diarize: boolish,
      ?offset: Integer,
      ?duration: Integer,
      ?max_text_tokens: Integer,
      ?temperature: Float,
      ?max_initial_ts: Float,
      ?length_penalty: Float,
      ?temperature_inc: Float,
      ?entropy_thold: Float,
      ?logprob_thold: Float,
      ?no_speech_thold: Float,
      ?new_segment_callback: new_segment_callback,
      ?new_segment_callback_user_data: Object,
      ?progress_callback: progress_callback,
      ?progress_callback_user_data: Object,
      ?abort_callback: abort_callback,
      ?abort_callback_user_data: Object
    ) -> instance

    # params.language = "auto" | "en", etc...
    #
    def language=: (String) -> String # TODO: Enumerate lang names

    def language: () -> String
    def translate=: (boolish) -> boolish
    def translate: () -> (true | false)
    def no_context=: (boolish) -> boolish

    # If true, does not use past transcription (if any) as initial prompt for the decoder.
    #
    def no_context: () -> (true | false)

    def single_segment=: (boolish) -> boolish

    # If true, forces single segment output (useful for streaming).
    #
    def single_segment: () -> (true | false)

    def print_special=: (boolish) -> boolish

    # If true, prints special tokens (e.g. <SOT>, <EOT>, <BEG>, etc.).
    #
    def print_special: () -> (true | false)

    def print_progress=: (boolish) -> boolish

    # If true, prints progress information.
    #
    def print_progress: () -> (true | false)

    def print_realtime=: (boolish) -> boolish

    # If true, prints results from within whisper.cpp. (avoid it, use callback instead)
    #
    def print_realtime: () -> (true | false)

    # If true, prints timestamps for each text segment when printing realtime.
    #
    def print_timestamps=: (boolish) -> boolish

    def print_timestamps: () -> (true | false)

    def suppress_blank=: (boolish) -> boolish

    # If true, suppresses blank outputs.
    #
    def suppress_blank: () -> (true | false)

    def suppress_nst=: (boolish) -> boolish

    # If true, suppresses non-speech-tokens.
    #
    def suppress_nst: () -> (true | false)

    def token_timestamps=: (boolish) -> boolish

    # If true, enables token-level timestamps.
    #
    def token_timestamps: () -> (true | false)

    def split_on_word=: (boolish) -> boolish

    # If true, split on word rather than on token (when used with max_len).
    #
    def split_on_word: () -> (true | false)

    def initial_prompt=: (_ToS) -> _ToS

    # Tokens to provide to the whisper decoder as initial prompt
    # these are prepended to any existing text context from a previous call
    # use whisper_tokenize() to convert text to tokens.
    # Maximum of whisper_n_text_ctx()/2 tokens are used (typically 224).
    #
    def initial_prompt: () -> (String | nil)

    def diarize=: (boolish) -> boolish

    # If true, enables diarization.
    #
    def diarize: () -> (true | false)

    def offset=: (Integer) -> Integer

    # Start offset in ms.
    #
    def offset: () -> Integer

    def duration=: (Integer) -> Integer

    # Audio duration to process in ms.
    #
    def duration: () -> Integer

    def max_text_tokens=: (Integer) -> Integer

    # Max tokens to use from past text as prompt for the decoder.
    #
    def max_text_tokens: () -> Integer

    def temperature=: (Float) -> Float
    def temperature: () -> Float
    def max_initial_ts=: (Float) -> Float

    # See https://github.com/openai/whisper/blob/f82bc59f5ea234d4b97fb2860842ed38519f7e65/whisper/decoding.py#L97
    #
    def max_initial_ts: () -> Float

    def length_penalty=: (Float) -> Float
    def length_penalty: () -> Float
    def temperature_inc=: (Float) -> Float
    def temperature_inc: () -> Float
    def entropy_thold=: (Float) -> Float

    # Similar to OpenAI's "compression_ratio_threshold"
    #
    def entropy_thold: () -> Float

    def logprob_thold=: (Float) -> Float
    def logprob_thold: () -> Float
    def no_speech_thold=: (Float) -> Float
    def no_speech_thold: () -> Float

    # Sets new segment callback, called for every newly generated text segment.
    #
    #   params.new_segment_callback = ->(context, _, n_new, user_data) {
    #     # ...
    #   }
    #
    def new_segment_callback=: (new_segment_callback) -> new_segment_callback
    def new_segment_callback: () -> (new_segment_callback | nil)

    # Sets user data passed to the last argument of new segment callback.
    #
    def new_segment_callback_user_data=: (Object) -> Object

    def new_segment_callback_user_data: () -> Object

    # Sets progress callback, called on each progress update.
    #
    #   params.new_segment_callback = ->(context, _, progress, user_data) {
    #     # ...
    #   }
    #
    # +progress+ is an Integer between 0 and 100.
    #
    def progress_callback=: (progress_callback) -> progress_callback

    def progress_callback: () -> (progress_callback | nil)

    # Sets user data passed to the last argument of progress callback.
    #
    def progress_callback_user_data=: (Object) -> Object

    def progress_callback_user_data: () -> Object

    # Sets abort callback, called to check if the process should be aborted.
    #
    #   params.abort_callback = ->(user_data) {
    #     # ...
    #   }
    #
    #
    def abort_callback=: (abort_callback) -> abort_callback

    def abort_callback: () -> (abort_callback | nil)

    # Sets user data passed to the last argument of abort callback.
    #
    def abort_callback_user_data=: (Object) -> Object

    def abort_callback_user_data: () -> Object

    # Hook called on new segment. Yields each Whisper::Segment.
    #
    #   whisper.on_new_segment do |segment|
    #     # ...
    #   end
    #
    def on_new_segment: { (Segment) -> void } -> void

    # Hook called on progress update. Yields each progress Integer between 0 and 100.
    #
    def on_progress: { (Integer progress) -> void } -> void

    # Call block to determine whether abort or not. Return +true+ when you want to abort.
    #
    #   params.abort_on do
    #     if some_condition
    #       true # abort
    #     else
    #       false # continue
    #     end
    #   end
    #
    def abort_on: { (Object user_data) -> boolish } -> void
  end

  class Model
    def self.pre_converted_models: () -> Hash[String, Model::URI]
    def self.new: () -> instance
    def n_vocab: () -> Integer
    def n_audio_ctx: () -> Integer
    def n_audio_state: () -> Integer
    def n_audio_head: () -> Integer
    def n_audio_layer: () -> Integer
    def n_text_ctx: () -> Integer
    def n_text_state: () -> Integer
    def n_text_head: () -> Integer
    def n_text_layer: () -> Integer
    def n_mels: () -> Integer
    def ftype: () -> Integer
    def type: () -> String

    class URI
      def self.new: (string | ::URI::HTTP) -> instance
      def to_path: -> String
      def clear_cache: -> void
    end
  end

  class Segment
    # Start time in milliseconds.
    #
    def start_time: () -> Integer

    # End time in milliseconds.
    #
    def end_time: () -> Integer

    # Whether the next segment is predicted as a speaker turn.
    def speaker_next_turn?: () -> (true | false)

    def text: () -> String
    def no_speech_prob: () -> Float
  end

  class Error < StandardError
    attr_reader code: Integer

    def self.new: (Integer code) -> instance
  end
end