mirror of
https://github.com/ggerganov/whisper.cpp.git
synced 2024-12-24 06:46:37 +00:00
ruby : Sync whisper.cpp and model download feature (#2617)
* Use C++17 * Add test for Pathname of model * Make Whisper::Context#initialize accept Pathname * Add shorthand for pre-converted models * Update documents * Add headings to API section in README [skip ci] * Remove unused function * Don't care about no longer included file * Cosmetic fix * Use conditional get when get model files
This commit is contained in:
parent
ed733e85a1
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262e865a70
4
bindings/ruby/.gitignore
vendored
4
bindings/ruby/.gitignore
vendored
@ -1,3 +1,5 @@
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LICENSE
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LICENSE
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pkg/
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pkg/
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lib/whisper.*
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lib/whisper.so
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lib/whisper.bundle
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lib/whisper.dll
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@ -22,7 +22,7 @@ Usage
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```ruby
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```ruby
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require "whisper"
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require "whisper"
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whisper = Whisper::Context.new("path/to/model.bin")
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whisper = Whisper::Context.new(Whisper::Model["base"])
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params = Whisper::Params.new
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params = Whisper::Params.new
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params.language = "en"
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params.language = "en"
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@ -41,21 +41,60 @@ end
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### Preparing model ###
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### Preparing model ###
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Use script to download model file(s):
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Some models are prepared up-front:
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```bash
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```ruby
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git clone https://github.com/ggerganov/whisper.cpp.git
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base_en = Whisper::Model["base.en"]
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cd whisper.cpp
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whisper = Whisper::Context.new(base_en)
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sh ./models/download-ggml-model.sh base.en
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```
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```
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There are some types of models. See [models][] page for details.
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At first time you use a model, it is downloaded automatically. After that, downloaded cached file is used. To clear cache, call `#clear_cache`:
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```ruby
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Whisper::Model["base"].clear_cache
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```
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You can see the list of prepared model names by `Whisper::Model.preconverted_model_names`:
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```ruby
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puts Whisper::Model.preconverted_model_names
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# tiny
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# tiny.en
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# tiny-q5_1
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# tiny.en-q5_1
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# tiny-q8_0
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# base
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# base.en
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# base-q5_1
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# base.en-q5_1
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# base-q8_0
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# :
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# :
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```
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You can also use local model files you prepared:
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```ruby
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whisper = Whisper::Context.new("path/to/your/model.bin")
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```
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Or, you can download model files:
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```ruby
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model_uri = Whisper::Model::URI.new("http://example.net/uri/of/your/model.bin")
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whisper = Whisper::Context.new(model_uri)
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```
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See [models][] page for details.
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### Preparing audio file ###
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### Preparing audio file ###
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Currently, whisper.cpp accepts only 16-bit WAV files.
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Currently, whisper.cpp accepts only 16-bit WAV files.
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### API ###
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API
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---
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### Segments ###
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Once `Whisper::Context#transcribe` called, you can retrieve segments by `#each_segment`:
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Once `Whisper::Context#transcribe` called, you can retrieve segments by `#each_segment`:
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@ -107,10 +146,12 @@ whisper.transcribe("path/to/audio.wav", params)
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```
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```
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### Models ###
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You can see model information:
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You can see model information:
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```ruby
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```ruby
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whisper = Whisper::Context.new("path/to/model.bin")
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whisper = Whisper::Context.new(Whisper::Model["base"])
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model = whisper.model
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model = whisper.model
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model.n_vocab # => 51864
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model.n_vocab # => 51864
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@ -128,6 +169,8 @@ model.type # => "base"
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```
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```
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### Logging ###
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You can set log callback:
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You can set log callback:
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```ruby
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```ruby
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@ -160,6 +203,8 @@ Whisper.log_set ->(level, buffer, user_data) {
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Whisper::Context.new(MODEL)
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Whisper::Context.new(MODEL)
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```
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```
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### Low-level API to transcribe ###
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You can also call `Whisper::Context#full` and `#full_parallel` with a Ruby array as samples. Although `#transcribe` with audio file path is recommended because it extracts PCM samples in C++ and is fast, `#full` and `#full_parallel` give you flexibility.
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You can also call `Whisper::Context#full` and `#full_parallel` with a Ruby array as samples. Although `#transcribe` with audio file path is recommended because it extracts PCM samples in C++ and is fast, `#full` and `#full_parallel` give you flexibility.
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```ruby
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```ruby
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@ -169,7 +214,7 @@ require "wavefile"
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reader = WaveFile::Reader.new("path/to/audio.wav", WaveFile::Format.new(:mono, :float, 16000))
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reader = WaveFile::Reader.new("path/to/audio.wav", WaveFile::Format.new(:mono, :float, 16000))
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samples = reader.enum_for(:each_buffer).map(&:samples).flatten
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samples = reader.enum_for(:each_buffer).map(&:samples).flatten
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whisper = Whisper::Context.new("path/to/model.bin")
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whisper = Whisper::Context.new(Whisper::Model["base"])
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whisper.full(Whisper::Params.new, samples)
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whisper.full(Whisper::Params.new, samples)
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whisper.each_segment do |segment|
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whisper.each_segment do |segment|
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puts segment.text
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puts segment.text
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@ -18,19 +18,9 @@ EXTSOURCES.each do |src|
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end
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end
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CLEAN.include SOURCES
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CLEAN.include SOURCES
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CLEAN.include FileList[
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CLEAN.include FileList["ext/*.o", "ext/*.metal", "ext/whisper.{so,bundle,dll}"]
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"ext/*.o",
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"ext/*.metal",
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"ext/whisper.{so,bundle,dll}",
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"ext/depend"
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]
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task build: FileList[
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task build: ["ext/Makefile", "ext/ruby_whisper.h", "ext/ruby_whisper.cpp", "whispercpp.gemspec"]
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"ext/Makefile",
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"ext/ruby_whisper.h",
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"ext/ruby_whisper.cpp",
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"whispercpp.gemspec",
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]
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directory "pkg"
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directory "pkg"
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CLOBBER.include "pkg"
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CLOBBER.include "pkg"
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1
bindings/ruby/ext/.gitignore
vendored
1
bindings/ruby/ext/.gitignore
vendored
@ -2,7 +2,6 @@ Makefile
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whisper.so
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whisper.so
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whisper.bundle
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whisper.bundle
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whisper.dll
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whisper.dll
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depend
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scripts/get-flags.mk
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scripts/get-flags.mk
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*.o
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*.o
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*.c
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*.c
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@ -1,7 +1,7 @@
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require 'mkmf'
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require 'mkmf'
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# need to use c++ compiler flags
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# need to use c++ compiler flags
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$CXXFLAGS << ' -std=c++11'
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$CXXFLAGS << ' -std=c++17'
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$LDFLAGS << ' -lstdc++'
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$LDFLAGS << ' -lstdc++'
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@ -35,10 +35,10 @@ if $GGML_METAL
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$GGML_METAL_EMBED_LIBRARY = true
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$GGML_METAL_EMBED_LIBRARY = true
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end
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end
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$MK_CPPFLAGS = '-Iggml/include -Iggml/src -Iinclude -Isrc -Iexamples'
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$MK_CPPFLAGS = '-Iggml/include -Iggml/src -Iggml/src/ggml-cpu -Iinclude -Isrc -Iexamples'
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$MK_CFLAGS = '-std=c11 -fPIC'
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$MK_CFLAGS = '-std=c11 -fPIC'
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$MK_CXXFLAGS = '-std=c++11 -fPIC'
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$MK_CXXFLAGS = '-std=c++17 -fPIC'
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$MK_NVCCFLAGS = '-std=c++11'
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$MK_NVCCFLAGS = '-std=c++17'
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$MK_LDFLAGS = ''
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$MK_LDFLAGS = ''
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$OBJ_GGML = []
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$OBJ_GGML = []
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@ -45,6 +45,7 @@ static ID id_to_enum;
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static ID id_length;
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static ID id_length;
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static ID id_next;
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static ID id_next;
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static ID id_new;
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static ID id_new;
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static ID id_to_path;
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static bool is_log_callback_finalized = false;
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static bool is_log_callback_finalized = false;
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@ -194,7 +195,9 @@ static VALUE ruby_whisper_params_allocate(VALUE klass) {
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/*
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/*
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* call-seq:
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* call-seq:
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* new(Whisper::Model["base.en"]) -> Whisper::Context
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* new("path/to/model.bin") -> Whisper::Context
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* new("path/to/model.bin") -> Whisper::Context
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* new(Whisper::Model::URI.new("https://example.net/uri/of/model.bin")) -> Whisper::Context
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*/
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*/
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static VALUE ruby_whisper_initialize(int argc, VALUE *argv, VALUE self) {
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static VALUE ruby_whisper_initialize(int argc, VALUE *argv, VALUE self) {
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ruby_whisper *rw;
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ruby_whisper *rw;
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@ -204,6 +207,9 @@ static VALUE ruby_whisper_initialize(int argc, VALUE *argv, VALUE self) {
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rb_scan_args(argc, argv, "01", &whisper_model_file_path);
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rb_scan_args(argc, argv, "01", &whisper_model_file_path);
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Data_Get_Struct(self, ruby_whisper, rw);
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Data_Get_Struct(self, ruby_whisper, rw);
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if (rb_respond_to(whisper_model_file_path, id_to_path)) {
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whisper_model_file_path = rb_funcall(whisper_model_file_path, id_to_path, 0);
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}
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if (!rb_respond_to(whisper_model_file_path, id_to_s)) {
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if (!rb_respond_to(whisper_model_file_path, id_to_s)) {
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rb_raise(rb_eRuntimeError, "Expected file path to model to initialize Whisper::Context");
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rb_raise(rb_eRuntimeError, "Expected file path to model to initialize Whisper::Context");
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}
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}
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@ -1733,6 +1739,7 @@ void Init_whisper() {
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id_length = rb_intern("length");
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id_length = rb_intern("length");
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id_next = rb_intern("next");
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id_next = rb_intern("next");
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id_new = rb_intern("new");
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id_new = rb_intern("new");
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id_to_path = rb_intern("to_path");
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mWhisper = rb_define_module("Whisper");
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mWhisper = rb_define_module("Whisper");
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cContext = rb_define_class_under(mWhisper, "Context", rb_cObject);
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cContext = rb_define_class_under(mWhisper, "Context", rb_cObject);
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2
bindings/ruby/lib/whisper.rb
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2
bindings/ruby/lib/whisper.rb
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require "whisper.so"
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require "whisper/model"
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159
bindings/ruby/lib/whisper/model.rb
Normal file
159
bindings/ruby/lib/whisper/model.rb
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@ -0,0 +1,159 @@
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require "whisper.so"
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require "uri"
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require "net/http"
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require "pathname"
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require "io/console/size"
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class Whisper::Model
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class URI
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def initialize(uri)
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@uri = URI(uri)
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end
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def to_path
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cache
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cache_path.to_path
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end
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def clear_cache
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path = cache_path
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path.delete if path.exist?
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end
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private
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def cache_path
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base_cache_dir/@uri.host/@uri.path[1..]
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end
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def base_cache_dir
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base = case RUBY_PLATFORM
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when /mswin|mingw/
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ENV.key?("LOCALAPPDATA") ? Pathname(ENV["LOCALAPPDATA"]) : Pathname(Dir.home)/"AppData/Local"
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when /darwin/
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Pathname(Dir.home)/"Library/Caches"
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else
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ENV.key?("XDG_CACHE_HOME") ? ENV["XDG_CACHE_HOME"] : Pathname(Dir.home)/".cache"
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end
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base/"whisper.cpp"
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end
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def cache
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path = cache_path
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headers = {}
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headers["if-modified-since"] = path.mtime.httpdate if path.exist?
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request @uri, headers
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path
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end
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def request(uri, headers)
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Net::HTTP.start uri.host, uri.port, use_ssl: uri.scheme == "https" do |http|
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request = Net::HTTP::Get.new(uri, headers)
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http.request request do |response|
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case response
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when Net::HTTPNotModified
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# noop
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when Net::HTTPOK
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download response
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when Net::HTTPRedirection
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request URI(response["location"])
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else
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raise response
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end
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end
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end
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end
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def download(response)
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path = cache_path
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path.dirname.mkpath unless path.dirname.exist?
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downloading_path = Pathname("#{path}.downloading")
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size = response.content_length
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downloading_path.open "wb" do |file|
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downloaded = 0
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response.read_body do |chunk|
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file << chunk
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downloaded += chunk.bytesize
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show_progress downloaded, size
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end
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end
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downloading_path.rename path
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end
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def show_progress(current, size)
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return unless size
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unless @prev
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@prev = Time.now
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$stderr.puts "Downloading #{@uri}"
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end
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now = Time.now
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return if now - @prev < 1 && current < size
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progress_width = 20
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progress = current.to_f / size
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arrow_length = progress * progress_width
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arrow = "=" * (arrow_length - 1) + ">" + " " * (progress_width - arrow_length)
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line = "[#{arrow}] (#{format_bytesize(current)} / #{format_bytesize(size)})"
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padding = ' ' * ($stderr.winsize[1] - line.size)
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$stderr.print "\r#{line}#{padding}"
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$stderr.puts if current >= size
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@prev = now
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end
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def format_bytesize(bytesize)
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return "0.0 B" if bytesize.zero?
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units = %w[B KiB MiB GiB TiB]
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exp = (Math.log(bytesize) / Math.log(1024)).to_i
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format("%.1f %s", bytesize.to_f / 1024 ** exp, units[exp])
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end
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end
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@names = {}
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%w[
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tiny
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||||||
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tiny.en
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tiny-q5_1
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tiny.en-q5_1
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tiny-q8_0
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base
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base.en
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base-q5_1
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base.en-q5_1
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base-q8_0
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small
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small.en
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small.en-tdrz
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small-q5_1
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small.en-q5_1
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small-q8_0
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medium
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medium.en
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medium-q5_0
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medium.en-q5_0
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medium-q8_0
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large-v1
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large-v2
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||||||
|
large-v2-q5_0
|
||||||
|
large-v2-8_0
|
||||||
|
large-v3
|
||||||
|
large-v3-q5_0
|
||||||
|
large-v3-turbo
|
||||||
|
large-v3-turbo-q5_0
|
||||||
|
large-v3-turbo-q8_0
|
||||||
|
].each do |name|
|
||||||
|
@names[name] = URI.new("https://huggingface.co/ggerganov/whisper.cpp/resolve/main/ggml-#{name}.bin")
|
||||||
|
end
|
||||||
|
|
||||||
|
class << self
|
||||||
|
def [](name)
|
||||||
|
@names[name]
|
||||||
|
end
|
||||||
|
|
||||||
|
def preconverted_model_names
|
||||||
|
@names.keys
|
||||||
|
end
|
||||||
|
end
|
||||||
|
end
|
@ -60,49 +60,9 @@ static const rb_memory_view_entry_t jfk_reader_view_entry = {
|
|||||||
jfk_reader_memory_view_available_p
|
jfk_reader_memory_view_available_p
|
||||||
};
|
};
|
||||||
|
|
||||||
static VALUE
|
|
||||||
read_jfk(int argc, VALUE *argv, VALUE obj)
|
|
||||||
{
|
|
||||||
const char *audio_path_str = StringValueCStr(argv[0]);
|
|
||||||
const int n_samples = 176000;
|
|
||||||
|
|
||||||
short samples[n_samples];
|
|
||||||
FILE *file = fopen(audio_path_str, "rb");
|
|
||||||
|
|
||||||
fseek(file, 78, SEEK_SET);
|
|
||||||
fread(samples, sizeof(short), n_samples, file);
|
|
||||||
fclose(file);
|
|
||||||
|
|
||||||
VALUE rb_samples = rb_ary_new2(n_samples);
|
|
||||||
for (int i = 0; i < n_samples; i++) {
|
|
||||||
rb_ary_push(rb_samples, INT2FIX(samples[i]));
|
|
||||||
}
|
|
||||||
|
|
||||||
VALUE rb_data = rb_ary_new2(n_samples);
|
|
||||||
for (int i = 0; i < n_samples; i++) {
|
|
||||||
rb_ary_push(rb_data, DBL2NUM(samples[i]/32768.0));
|
|
||||||
}
|
|
||||||
|
|
||||||
float data[n_samples];
|
|
||||||
for (int i = 0; i < n_samples; i++) {
|
|
||||||
data[i] = samples[i]/32768.0;
|
|
||||||
}
|
|
||||||
void *c_data = (void *)data;
|
|
||||||
VALUE rb_void = rb_enc_str_new((const char *)c_data, sizeof(data), rb_ascii8bit_encoding());
|
|
||||||
|
|
||||||
VALUE rb_result = rb_ary_new3(3, rb_samples, rb_data, rb_void);
|
|
||||||
return rb_result;
|
|
||||||
}
|
|
||||||
|
|
||||||
void Init_jfk_reader(void)
|
void Init_jfk_reader(void)
|
||||||
{
|
{
|
||||||
VALUE cJFKReader = rb_define_class("JFKReader", rb_cObject);
|
VALUE cJFKReader = rb_define_class("JFKReader", rb_cObject);
|
||||||
rb_memory_view_register(cJFKReader, &jfk_reader_view_entry);
|
rb_memory_view_register(cJFKReader, &jfk_reader_view_entry);
|
||||||
rb_define_method(cJFKReader, "initialize", jfk_reader_initialize, 1);
|
rb_define_method(cJFKReader, "initialize", jfk_reader_initialize, 1);
|
||||||
|
|
||||||
|
|
||||||
rb_define_global_function("read_jfk", read_jfk, -1);
|
|
||||||
|
|
||||||
|
|
||||||
|
|
||||||
}
|
}
|
||||||
|
@ -1,4 +1,5 @@
|
|||||||
require_relative "helper"
|
require_relative "helper"
|
||||||
|
require "pathname"
|
||||||
|
|
||||||
class TestModel < TestBase
|
class TestModel < TestBase
|
||||||
def test_model
|
def test_model
|
||||||
@ -41,4 +42,23 @@ class TestModel < TestBase
|
|||||||
assert_equal 1, model.ftype
|
assert_equal 1, model.ftype
|
||||||
assert_equal "base", model.type
|
assert_equal "base", model.type
|
||||||
end
|
end
|
||||||
|
|
||||||
|
def test_pathname
|
||||||
|
path = Pathname(MODEL)
|
||||||
|
whisper = Whisper::Context.new(path)
|
||||||
|
model = whisper.model
|
||||||
|
|
||||||
|
assert_equal 51864, model.n_vocab
|
||||||
|
assert_equal 1500, model.n_audio_ctx
|
||||||
|
assert_equal 512, model.n_audio_state
|
||||||
|
assert_equal 8, model.n_audio_head
|
||||||
|
assert_equal 6, model.n_audio_layer
|
||||||
|
assert_equal 448, model.n_text_ctx
|
||||||
|
assert_equal 512, model.n_text_state
|
||||||
|
assert_equal 8, model.n_text_head
|
||||||
|
assert_equal 6, model.n_text_layer
|
||||||
|
assert_equal 80, model.n_mels
|
||||||
|
assert_equal 1, model.ftype
|
||||||
|
assert_equal "base", model.type
|
||||||
|
end
|
||||||
end
|
end
|
||||||
|
Loading…
Reference in New Issue
Block a user