mirror of https://github.com/ggerganov/whisper.cpp.git synced 2024-12-20 05:07:52 +00:00

* Add test for built package existence

* Add more tests for Whisper::Params

* Add more Whisper::Params attributes

* Add tests for callbacks

* Add progress and abort callback features

* [skip ci] Add prompt usage in README

* Change prompt text in example

2024-10-28 19:23:23 +02:00

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whispercpp

Ruby bindings for whisper.cpp, an interface of automatic speech recognition model.

Installation

Install the gem and add to the application's Gemfile by executing:

$ bundle add whispercpp

If bundler is not being used to manage dependencies, install the gem by executing:

$ gem install whispercpp

Usage

require "whisper"

whisper = Whisper::Context.new("path/to/model.bin")

params = Whisper::Params.new
params.language = "en"
params.offset = 10_000
params.duration = 60_000
params.max_text_tokens = 300
params.translate = true
params.print_timestamps = false
params.prompt = "Initial prompt here."

whisper.transcribe("path/to/audio.wav", params) do |whole_text|
  puts whole_text
end

Preparing model

Use script to download model file(s):

git clone https://github.com/ggerganov/whisper.cpp.git
cd whisper.cpp
sh ./models/download-ggml-model.sh base.en

There are some types of models. See models page for details.

Preparing audio file

Currently, whisper.cpp accepts only 16-bit WAV files.

API

Once Whisper::Context#transcribe called, you can retrieve segments by #each_segment:

def format_time(time_ms)
  sec, decimal_part = time_ms.divmod(1000)
  min, sec = sec.divmod(60)
  hour, min = min.divmod(60)
  "%02d:%02d:%02d.%03d" % [hour, min, sec, decimal_part]
end

whisper.transcribe("path/to/audio.wav", params)

whisper.each_segment.with_index do |segment, index|
  line = "[%{nth}: %{st} --> %{ed}] %{text}" % {
    nth: index + 1,
    st: format_time(segment.start_time),
    ed: format_time(segment.end_time),
    text: segment.text
  }
  line << " (speaker turned)" if segment.speaker_next_turn?
  puts line
end

You can also add hook to params called on new segment:

def format_time(time_ms)
  sec, decimal_part = time_ms.divmod(1000)
  min, sec = sec.divmod(60)
  hour, min = min.divmod(60)
  "%02d:%02d:%02d.%03d" % [hour, min, sec, decimal_part]
end

# Add hook before calling #transcribe
params.on_new_segment do |segment|
  line = "[%{st} --> %{ed}] %{text}" % {
    st: format_time(segment.start_time),
    ed: format_time(segment.end_time),
    text: segment.text
  }
  line << " (speaker turned)" if segment.speaker_next_turn?
  puts line
end

whisper.transcribe("path/to/audio.wav", params)

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