snapshot of https://github.com/ggml-org/whisper.cpp.git @ da54572229bcf64ba367d96c7ef15770376c4280 (2026-09-15)
Some checks failed
Bindings Tests (Go) / ubuntu-22 (push) Failing after 31s
CI (sycl) / ubuntu-22-cmake-sycl (linux/arm/v7, icx, icpx, ON) (push) Failing after 3s
CI (sycl) / ubuntu-22-cmake-sycl (linux/ppc64le, icx, icpx, ON) (push) Failing after 2s
CI (sycl) / ubuntu-22-cmake-sycl-fp16 (linux/amd64, icx, icpx, ON) (push) Failing after 3s
CI (sycl) / ubuntu-22-cmake-sycl-fp16 (linux/arm/v7, icx, icpx, ON) (push) Failing after 3s
CI (sycl) / ubuntu-22-cmake-sycl-fp16 (linux/arm64, icx, icpx, ON) (push) Failing after 3s
CI (sycl) / ubuntu-22-cmake-sycl-fp16 (linux/ppc64le, icx, icpx, ON) (push) Failing after 3s
CI (vad) / vad (push) Failing after 3s
CI (wasm) / emscripten (Release) (push) Failing after 4s
Bindings Tests (Ruby) / ubuntu-22 (push) Failing after 37s
CI (android) / android (push) Failing after 16s
CI (android) / android_java (push) Failing after 3s
CI (clang) / ubuntu-22-clang (linux/amd64, Debug) (push) Failing after 3s
CI (clang) / ubuntu-22-clang (linux/amd64, Release) (push) Failing after 2s
CI (clang) / ubuntu-22-clang (linux/ppc64le, Debug) (push) Failing after 3s
CI (clang) / ubuntu-22-clang (linux/ppc64le, Release) (push) Failing after 3s
CI (cpu) / ggml-ci-x64-cpu-low-perf (push) Failing after 3s
CI (cpu) / ggml-ci-x64-cpu-high-perf (push) Failing after 2s
CI (gcc) / ubuntu-22-gcc (linux/amd64, Debug) (push) Failing after 3s
CI (gcc) / ubuntu-22-gcc (linux/amd64, Release) (push) Failing after 3s
CI (gcc) / ubuntu-22-gcc (linux/ppc64le, Debug) (push) Failing after 3s
CI (gcc) / ubuntu-22-gcc (linux/ppc64le, Release) (push) Failing after 4s
CI (gcc) / ubuntu-22-gcc-arm-v7 (linux/arm/v7, Debug) (push) Failing after 3s
CI (gcc) / ubuntu-22-gcc-arm-v7 (linux/arm/v7, Release) (push) Failing after 3s
CI (quantize) / quantize (push) Failing after 3s
CI (sanitize) / ubuntu-22-gcc-sanitized (ADDRESS) (push) Failing after 3s
CI (sanitize) / ubuntu-22-gcc-sanitized (THREAD) (push) Failing after 3s
CI (sanitize) / ubuntu-22-gcc-sanitized (UNDEFINED) (push) Failing after 2s
CI (sycl) / ubuntu-22-cmake-sycl (linux/amd64, icx, icpx, ON) (push) Failing after 3s
CI (sycl) / ubuntu-22-cmake-sycl (linux/arm64, icx, icpx, ON) (push) Failing after 3s
Examples WASM / deploy-wasm-github-pages (push) Failing after 3s
Examples Tests / addon_node-ubuntu-22 (20.x) (push) Failing after 3s
Examples Tests / addon_node-ubuntu-22 (22.x) (push) Failing after 2s
CI (coreml) / coreml-base-en (push) Has been cancelled
CI (self-hosted) / gpu-vulkan (push) Has been cancelled
CI (self-hosted) / npu-amd-windows (push) Has been cancelled
CI (self-hosted) / gpu-vulkan-nvidia-cm2 (push) Has been cancelled
CI (clang) / ubuntu-22-clang-arm64 (Debug) (push) Has been cancelled
CI (clang) / ubuntu-22-clang-arm64 (Release) (push) Has been cancelled
CI (self-hosted) / gpu-cuda (push) Has been cancelled
CI (self-hosted) / gpu-vulkan-nvidia-cm (push) Has been cancelled
CI (cpu) / ggml-ci-arm64-cpu-low-perf (push) Has been cancelled
CI (cpu) / ggml-ci-arm64-cpu-high-perf (push) Has been cancelled
CI (cpu) / ggml-ci-arm64-cpu-high-perf-sve (push) Has been cancelled
CI (freebsd) / freeBSD-latest (push) Has been cancelled
CI (self-hosted) / gpu-metal (push) Has been cancelled
CI (gcc) / ubuntu-22-gcc-arm64 (Debug) (push) Has been cancelled
CI (gcc) / ubuntu-22-gcc-arm64 (Release) (push) Has been cancelled
CI (macOS) / macOS-latest (generic/platform=iOS) (push) Has been cancelled
CI (macOS) / macOS-latest (generic/platform=macOS) (push) Has been cancelled
CI (macOS) / macOS-latest (generic/platform=tvOS) (push) Has been cancelled
CI (self-hosted) / npu-amd-linux (push) Has been cancelled
CI (windows) / windows-msys2 (Release, clang, clang-x86_64, CLANG64) (push) Has been cancelled
CI (windows) / windows-msys2 (Release, gcc, ucrt-x86_64, UCRT64) (push) Has been cancelled
Publish Docker image / Push Docker image to Docker Hub (map[dockerfile:.devops/main-cuda.Dockerfile platform:linux/amd64 runs_on:ubuntu-24.04 tag:main-cuda]) (push) Has been cancelled
Publish Docker image / Push Docker image to Docker Hub (map[dockerfile:.devops/main-intel.Dockerfile platform:linux/amd64 runs_on:ubuntu-24.04 tag:main-intel]) (push) Has been cancelled
Publish Docker image / Push Docker image to Docker Hub (map[dockerfile:.devops/main-musa.Dockerfile platform:linux/amd64 runs_on:ubuntu-24.04 tag:main-musa]) (push) Has been cancelled
Publish Docker image / Push Docker image to Docker Hub (map[dockerfile:.devops/main-vulkan.Dockerfile platform:linux/amd64 runs_on:ubuntu-24.04 tag:main-vulkan]) (push) Has been cancelled
Publish Docker image / Push Docker image to Docker Hub (map[dockerfile:.devops/main-vulkan.Dockerfile platform:linux/arm64 runs_on:ubuntu-24.04-arm tag:main-vulkan-arm64]) (push) Has been cancelled
Publish Docker image / Push Docker image to Docker Hub (map[dockerfile:.devops/main.Dockerfile platform:linux/amd64 runs_on:ubuntu-24.04 tag:main]) (push) Has been cancelled
Publish Docker image / Push Docker image to Docker Hub (map[dockerfile:.devops/main.Dockerfile platform:linux/arm64 runs_on:ubuntu-24.04-arm tag:main-arm64]) (push) Has been cancelled
Mark inactive issues stale / mark-issues (push) Failing after 1s

This commit is contained in:
upstream-mirror
2026-09-15 17:23:35 +05:00
commit 948ef47106
1955 changed files with 719115 additions and 0 deletions

View File

@@ -0,0 +1,28 @@
package whisper
import (
"errors"
// Bindings
whisper "github.com/ggerganov/whisper.cpp/bindings/go"
)
///////////////////////////////////////////////////////////////////////////////
// ERRORS
var (
ErrUnableToLoadModel = errors.New("unable to load model")
ErrInternalAppError = errors.New("internal application error")
ErrProcessingFailed = errors.New("processing failed")
ErrUnsupportedLanguage = errors.New("unsupported language")
ErrModelNotMultilingual = errors.New("model is not multilingual")
)
///////////////////////////////////////////////////////////////////////////////
// CONSTANTS
// SampleRate is the sample rate of the audio data.
const SampleRate = whisper.SampleRate
// SampleBits is the number of bytes per sample.
const SampleBits = whisper.SampleBits

View File

@@ -0,0 +1,385 @@
package whisper
import (
"fmt"
"io"
"runtime"
"strings"
"time"
// Bindings
whisper "github.com/ggerganov/whisper.cpp/bindings/go"
)
///////////////////////////////////////////////////////////////////////////////
// TYPES
type context struct {
n int
model *model
params whisper.Params
}
// Make sure context adheres to the interface
var _ Context = (*context)(nil)
///////////////////////////////////////////////////////////////////////////////
// LIFECYCLE
func newContext(model *model, params whisper.Params) (Context, error) {
context := new(context)
context.model = model
context.params = params
// Return success
return context, nil
}
///////////////////////////////////////////////////////////////////////////////
// PUBLIC METHODS
// Set the language to use for speech recognition.
func (context *context) SetLanguage(lang string) error {
if context.model.ctx == nil {
return ErrInternalAppError
}
if !context.model.IsMultilingual() {
return ErrModelNotMultilingual
}
if lang == "auto" {
context.params.SetLanguage(-1)
} else if id := context.model.ctx.Whisper_lang_id(lang); id < 0 {
return ErrUnsupportedLanguage
} else if err := context.params.SetLanguage(id); err != nil {
return err
}
// Return success
return nil
}
func (context *context) IsMultilingual() bool {
return context.model.IsMultilingual()
}
// Get language
func (context *context) Language() string {
id := context.params.Language()
if id == -1 {
return "auto"
}
return whisper.Whisper_lang_str(context.params.Language())
}
func (context *context) DetectedLanguage() string {
return whisper.Whisper_lang_str(context.model.ctx.Whisper_full_lang_id())
}
// Set translate flag
func (context *context) SetTranslate(v bool) {
context.params.SetTranslate(v)
}
// Voice Activity Detection (VAD)
func (context *context) SetVAD(v bool) {
context.params.SetVAD(v)
}
func (context *context) SetVADModelPath(path string) {
context.params.SetVADModelPath(path)
}
func (context *context) SetVADThreshold(t float32) {
context.params.SetVADThreshold(t)
}
func (context *context) SetVADMinSpeechMs(ms int) {
context.params.SetVADMinSpeechMs(ms)
}
func (context *context) SetVADMinSilenceMs(ms int) {
context.params.SetVADMinSilenceMs(ms)
}
func (context *context) SetVADMaxSpeechSec(s float32) {
context.params.SetVADMaxSpeechSec(s)
}
func (context *context) SetVADSpeechPadMs(ms int) {
context.params.SetVADSpeechPadMs(ms)
}
func (context *context) SetVADSamplesOverlap(sec float32) {
context.params.SetVADSamplesOverlap(sec)
}
func (context *context) SetSplitOnWord(v bool) {
context.params.SetSplitOnWord(v)
}
// Set number of threads to use
func (context *context) SetThreads(v uint) {
context.params.SetThreads(int(v))
}
// Set time offset
func (context *context) SetOffset(v time.Duration) {
context.params.SetOffset(int(v.Milliseconds()))
}
// Set duration of audio to process
func (context *context) SetDuration(v time.Duration) {
context.params.SetDuration(int(v.Milliseconds()))
}
// Set timestamp token probability threshold (~0.01)
func (context *context) SetTokenThreshold(t float32) {
context.params.SetTokenThreshold(t)
}
// Set timestamp token sum probability threshold (~0.01)
func (context *context) SetTokenSumThreshold(t float32) {
context.params.SetTokenSumThreshold(t)
}
// Set max segment length in characters
func (context *context) SetMaxSegmentLength(n uint) {
context.params.SetMaxSegmentLength(int(n))
}
// Set token timestamps flag
func (context *context) SetTokenTimestamps(b bool) {
context.params.SetTokenTimestamps(b)
}
// Set max tokens per segment (0 = no limit)
func (context *context) SetMaxTokensPerSegment(n uint) {
context.params.SetMaxTokensPerSegment(int(n))
}
// Set audio encoder context
func (context *context) SetAudioCtx(n uint) {
context.params.SetAudioCtx(int(n))
}
// Set maximum number of text context tokens to store
func (context *context) SetMaxContext(n int) {
context.params.SetMaxContext(n)
}
// Set Beam Size
func (context *context) SetBeamSize(n int) {
context.params.SetBeamSize(n)
}
// Set Entropy threshold
func (context *context) SetEntropyThold(t float32) {
context.params.SetEntropyThold(t)
}
// Set Temperature
func (context *context) SetTemperature(t float32) {
context.params.SetTemperature(t)
}
// Set the fallback temperature incrementation
// Pass -1.0 to disable this feature
func (context *context) SetTemperatureFallback(t float32) {
context.params.SetTemperatureFallback(t)
}
// Set initial prompt
func (context *context) SetInitialPrompt(prompt string) {
context.params.SetInitialPrompt(prompt)
}
// ResetTimings resets the mode timings. Should be called before processing
func (context *context) ResetTimings() {
context.model.ctx.Whisper_reset_timings()
}
// PrintTimings prints the model timings to stdout.
func (context *context) PrintTimings() {
context.model.ctx.Whisper_print_timings()
}
// SystemInfo returns the system information
func (context *context) SystemInfo() string {
return fmt.Sprintf("system_info: n_threads = %d / %d | %s\n",
context.params.Threads(),
runtime.NumCPU(),
whisper.Whisper_print_system_info(),
)
}
// Use mel data at offset_ms to try and auto-detect the spoken language
// Make sure to call whisper_pcm_to_mel() or whisper_set_mel() first.
// Returns the probabilities of all languages.
func (context *context) WhisperLangAutoDetect(offset_ms int, n_threads int) ([]float32, error) {
langProbs, err := context.model.ctx.Whisper_lang_auto_detect(offset_ms, n_threads)
if err != nil {
return nil, err
}
return langProbs, nil
}
// Process new sample data and return any errors
func (context *context) Process(
data []float32,
callEncoderBegin EncoderBeginCallback,
callNewSegment SegmentCallback,
callProgress ProgressCallback,
) error {
if context.model.ctx == nil {
return ErrInternalAppError
}
// If the callback is defined then we force on single_segment mode
if callNewSegment != nil {
context.params.SetSingleSegment(true)
}
// We don't do parallel processing at the moment
processors := 0
if processors > 1 {
if err := context.model.ctx.Whisper_full_parallel(context.params, data, processors, callEncoderBegin,
func(new int) {
if callNewSegment != nil {
num_segments := context.model.ctx.Whisper_full_n_segments()
s0 := num_segments - new
for i := s0; i < num_segments; i++ {
callNewSegment(toSegment(context.model.ctx, i))
}
}
}); err != nil {
return err
}
} else if err := context.model.ctx.Whisper_full(context.params, data, callEncoderBegin,
func(new int) {
if callNewSegment != nil {
num_segments := context.model.ctx.Whisper_full_n_segments()
s0 := num_segments - new
for i := s0; i < num_segments; i++ {
callNewSegment(toSegment(context.model.ctx, i))
}
}
}, func(progress int) {
if callProgress != nil {
callProgress(progress)
}
}); err != nil {
return err
}
// Reset n so that more Segments can be available within NextSegment call
context.n = 0
// Return success
return nil
}
// Return the next segment of tokens
func (context *context) NextSegment() (Segment, error) {
if context.model.ctx == nil {
return Segment{}, ErrInternalAppError
}
if context.n >= context.model.ctx.Whisper_full_n_segments() {
return Segment{}, io.EOF
}
// Populate result
result := toSegment(context.model.ctx, context.n)
// Increment the cursor
context.n++
// Return success
return result, nil
}
// Test for text tokens
func (context *context) IsText(t Token) bool {
switch {
case context.IsBEG(t):
return false
case context.IsSOT(t):
return false
case whisper.Token(t.Id) >= context.model.ctx.Whisper_token_eot():
return false
case context.IsPREV(t):
return false
case context.IsSOLM(t):
return false
case context.IsNOT(t):
return false
default:
return true
}
}
// Test for "begin" token
func (context *context) IsBEG(t Token) bool {
return whisper.Token(t.Id) == context.model.ctx.Whisper_token_beg()
}
// Test for "start of transcription" token
func (context *context) IsSOT(t Token) bool {
return whisper.Token(t.Id) == context.model.ctx.Whisper_token_sot()
}
// Test for "end of transcription" token
func (context *context) IsEOT(t Token) bool {
return whisper.Token(t.Id) == context.model.ctx.Whisper_token_eot()
}
// Test for "start of prev" token
func (context *context) IsPREV(t Token) bool {
return whisper.Token(t.Id) == context.model.ctx.Whisper_token_prev()
}
// Test for "start of lm" token
func (context *context) IsSOLM(t Token) bool {
return whisper.Token(t.Id) == context.model.ctx.Whisper_token_solm()
}
// Test for "No timestamps" token
func (context *context) IsNOT(t Token) bool {
return whisper.Token(t.Id) == context.model.ctx.Whisper_token_not()
}
// Test for token associated with a specific language
func (context *context) IsLANG(t Token, lang string) bool {
if id := context.model.ctx.Whisper_lang_id(lang); id >= 0 {
return whisper.Token(t.Id) == context.model.ctx.Whisper_token_lang(id)
} else {
return false
}
}
///////////////////////////////////////////////////////////////////////////////
// PRIVATE METHODS
func toSegment(ctx *whisper.Context, n int) Segment {
return Segment{
Num: n,
Text: strings.TrimSpace(ctx.Whisper_full_get_segment_text(n)),
Start: time.Duration(ctx.Whisper_full_get_segment_t0(n)) * time.Millisecond * 10,
End: time.Duration(ctx.Whisper_full_get_segment_t1(n)) * time.Millisecond * 10,
Tokens: toTokens(ctx, n),
}
}
func toTokens(ctx *whisper.Context, n int) []Token {
result := make([]Token, ctx.Whisper_full_n_tokens(n))
for i := 0; i < len(result); i++ {
data := ctx.Whisper_full_get_token_data(n, i)
result[i] = Token{
Id: int(ctx.Whisper_full_get_token_id(n, i)),
Text: ctx.Whisper_full_get_token_text(n, i),
P: ctx.Whisper_full_get_token_p(n, i),
Start: time.Duration(data.T0()) * time.Millisecond * 10,
End: time.Duration(data.T1()) * time.Millisecond * 10,
}
}
return result
}

View File

@@ -0,0 +1,172 @@
package whisper_test
import (
"os"
"strings"
"testing"
"github.com/ggerganov/whisper.cpp/bindings/go/pkg/whisper"
"github.com/go-audio/wav"
assert "github.com/stretchr/testify/assert"
)
func TestSetLanguage(t *testing.T) {
assert := assert.New(t)
model, err := whisper.New(ModelPath)
assert.NoError(err)
assert.NotNil(model)
defer model.Close()
context, err := model.NewContext()
assert.NoError(err)
// This returns an error since
// the model 'models/ggml-small.en.bin'
// that is loaded is not multilingual
err = context.SetLanguage("en")
assert.Error(err)
}
func TestContextModelIsMultilingual(t *testing.T) {
assert := assert.New(t)
model, err := whisper.New(ModelPath)
assert.NoError(err)
assert.NotNil(model)
defer model.Close()
context, err := model.NewContext()
assert.NoError(err)
isMultilingual := context.IsMultilingual()
// This returns false since
// the model 'models/ggml-small.en.bin'
// that is loaded is not multilingual
assert.False(isMultilingual)
}
func TestLanguage(t *testing.T) {
assert := assert.New(t)
model, err := whisper.New(ModelPath)
assert.NoError(err)
assert.NotNil(model)
defer model.Close()
context, err := model.NewContext()
assert.NoError(err)
// This always returns en since
// the model 'models/ggml-small.en.bin'
// that is loaded is not multilingual
expectedLanguage := "en"
actualLanguage := context.Language()
assert.Equal(expectedLanguage, actualLanguage)
}
func TestProcess(t *testing.T) {
assert := assert.New(t)
fh, err := os.Open(SamplePath)
assert.NoError(err)
defer fh.Close()
// Decode the WAV file - load the full buffer
dec := wav.NewDecoder(fh)
buf, err := dec.FullPCMBuffer()
assert.NoError(err)
assert.Equal(uint16(1), dec.NumChans)
data := buf.AsFloat32Buffer().Data
model, err := whisper.New(ModelPath)
assert.NoError(err)
assert.NotNil(model)
defer model.Close()
context, err := model.NewContext()
assert.NoError(err)
err = context.Process(data, nil, nil, nil)
assert.NoError(err)
}
func TestProcessMaxTokensPerSegment(t *testing.T) {
assert := assert.New(t)
if _, err := os.Stat(ModelPath); os.IsNotExist(err) {
t.Skip("Skipping test, model not found:", ModelPath)
}
fh, err := os.Open(SamplePath)
assert.NoError(err)
defer fh.Close()
// Decode the WAV file - load the full buffer
dec := wav.NewDecoder(fh)
buf, err := dec.FullPCMBuffer()
assert.NoError(err)
assert.Equal(uint16(1), dec.NumChans)
data := buf.AsFloat32Buffer().Data
model, err := whisper.New(ModelPath)
assert.NoError(err)
assert.NotNil(model)
defer model.Close()
context, err := model.NewContext()
assert.NoError(err)
context.SetMaxTokensPerSegment(5)
err = context.Process(data, nil, nil, nil)
assert.NoError(err)
var text strings.Builder
nSegments := 0
for {
segment, err := context.NextSegment()
if err != nil {
break
}
nSegments++
text.WriteString(segment.Text)
}
assert.Greater(nSegments, 1)
assert.Contains(text.String(), "country")
}
func TestDetectedLanguage(t *testing.T) {
assert := assert.New(t)
fh, err := os.Open(SamplePath)
assert.NoError(err)
defer fh.Close()
// Decode the WAV file - load the full buffer
dec := wav.NewDecoder(fh)
buf, err := dec.FullPCMBuffer()
assert.NoError(err)
assert.Equal(uint16(1), dec.NumChans)
data := buf.AsFloat32Buffer().Data
model, err := whisper.New(ModelPath)
assert.NoError(err)
assert.NotNil(model)
defer model.Close()
context, err := model.NewContext()
assert.NoError(err)
err = context.Process(data, nil, nil, nil)
assert.NoError(err)
expectedLanguage := "en"
actualLanguage := context.DetectedLanguage()
assert.Equal(expectedLanguage, actualLanguage)
}

View File

@@ -0,0 +1,4 @@
/*
This is the higher-level speech-to-text whisper.cpp API for go
*/
package whisper

View File

@@ -0,0 +1,118 @@
package whisper
import (
"io"
"time"
)
///////////////////////////////////////////////////////////////////////////////
// TYPES
// SegmentCallback is the callback function for processing segments in real
// time. It is called during the Process function
type SegmentCallback func(Segment)
// ProgressCallback is the callback function for reporting progress during
// processing. It is called during the Process function
type ProgressCallback func(int)
// EncoderBeginCallback is the callback function for checking if we want to
// continue processing. It is called during the Process function
type EncoderBeginCallback func() bool
// Model is the interface to a whisper model. Create a new model with the
// function whisper.New(string)
type Model interface {
io.Closer
// Return a new speech-to-text context.
NewContext() (Context, error)
// Return true if the model is multilingual.
IsMultilingual() bool
// Return all languages supported.
Languages() []string
}
// Context is the speech recognition context.
type Context interface {
SetLanguage(string) error // Set the language to use for speech recognition, use "auto" for auto detect language.
SetTranslate(bool) // Set translate flag
IsMultilingual() bool // Return true if the model is multilingual.
Language() string // Get language
DetectedLanguage() string // Get detected language
SetOffset(time.Duration) // Set offset
SetDuration(time.Duration) // Set duration
SetThreads(uint) // Set number of threads to use
SetSplitOnWord(bool) // Set split on word flag
SetTokenThreshold(float32) // Set timestamp token probability threshold
SetTokenSumThreshold(float32) // Set timestamp token sum probability threshold
SetMaxSegmentLength(uint) // Set max segment length in characters
SetTokenTimestamps(bool) // Set token timestamps flag
SetMaxTokensPerSegment(uint) // Set max tokens per segment (0 = no limit)
SetAudioCtx(uint) // Set audio encoder context
SetMaxContext(n int) // Set maximum number of text context tokens to store
SetBeamSize(n int) // Set Beam Size
SetEntropyThold(t float32) // Set Entropy threshold
SetInitialPrompt(prompt string) // Set initial prompt
SetTemperature(t float32) // Set temperature
SetTemperatureFallback(t float32) // Set temperature incrementation
SetVAD(v bool)
SetVADModelPath(path string)
SetVADThreshold(t float32)
SetVADMinSpeechMs(ms int)
SetVADMinSilenceMs(ms int)
SetVADMaxSpeechSec(s float32)
SetVADSpeechPadMs(ms int)
SetVADSamplesOverlap(sec float32)
// Process mono audio data and return any errors.
// If defined, newly generated segments are passed to the
// callback function during processing.
Process([]float32, EncoderBeginCallback, SegmentCallback, ProgressCallback) error
// After process is called, return segments until the end of the stream
// is reached, when io.EOF is returned.
NextSegment() (Segment, error)
IsBEG(Token) bool // Test for "begin" token
IsSOT(Token) bool // Test for "start of transcription" token
IsEOT(Token) bool // Test for "end of transcription" token
IsPREV(Token) bool // Test for "start of prev" token
IsSOLM(Token) bool // Test for "start of lm" token
IsNOT(Token) bool // Test for "No timestamps" token
IsLANG(Token, string) bool // Test for token associated with a specific language
IsText(Token) bool // Test for text token
// Timings
PrintTimings()
ResetTimings()
SystemInfo() string
}
// Segment is the text result of a speech recognition.
type Segment struct {
// Segment Number
Num int
// Time beginning and end timestamps for the segment.
Start, End time.Duration
// The text of the segment.
Text string
// The tokens of the segment.
Tokens []Token
}
// Token is a text or special token
type Token struct {
Id int
Text string
P float32
Start, End time.Duration
}

View File

@@ -0,0 +1,101 @@
package whisper
import (
"fmt"
"os"
"runtime"
// Bindings
whisper "github.com/ggerganov/whisper.cpp/bindings/go"
)
///////////////////////////////////////////////////////////////////////////////
// TYPES
type model struct {
path string
ctx *whisper.Context
}
// Make sure model adheres to the interface
var _ Model = (*model)(nil)
///////////////////////////////////////////////////////////////////////////////
// LIFECYCLE
func New(path string) (Model, error) {
model := new(model)
if _, err := os.Stat(path); err != nil {
return nil, err
} else if ctx := whisper.Whisper_init(path); ctx == nil {
return nil, ErrUnableToLoadModel
} else {
model.ctx = ctx
model.path = path
}
// Return success
return model, nil
}
func (model *model) Close() error {
if model.ctx != nil {
model.ctx.Whisper_free()
}
// Release resources
model.ctx = nil
// Return success
return nil
}
///////////////////////////////////////////////////////////////////////////////
// STRINGIFY
func (model *model) String() string {
str := "<whisper.model"
if model.ctx != nil {
str += fmt.Sprintf(" model=%q", model.path)
}
return str + ">"
}
///////////////////////////////////////////////////////////////////////////////
// PUBLIC METHODS
// Return true if model is multilingual (language and translation options are supported)
func (model *model) IsMultilingual() bool {
return model.ctx.Whisper_is_multilingual() != 0
}
// Return all recognized languages. Initially it is set to auto-detect
func (model *model) Languages() []string {
result := make([]string, 0, whisper.Whisper_lang_max_id())
for i := 0; i < whisper.Whisper_lang_max_id(); i++ {
str := whisper.Whisper_lang_str(i)
if model.ctx.Whisper_lang_id(str) >= 0 {
result = append(result, str)
}
}
return result
}
func (model *model) NewContext() (Context, error) {
if model.ctx == nil {
return nil, ErrInternalAppError
}
// Create new context
params := model.ctx.Whisper_full_default_params(whisper.SAMPLING_GREEDY)
params.SetTranslate(false)
params.SetPrintSpecial(false)
params.SetPrintProgress(false)
params.SetPrintRealtime(false)
params.SetPrintTimestamps(false)
params.SetThreads(runtime.NumCPU())
params.SetNoContext(true)
// Return new context
return newContext(model, params)
}

View File

@@ -0,0 +1,91 @@
package whisper_test
import (
"testing"
"github.com/ggerganov/whisper.cpp/bindings/go/pkg/whisper"
assert "github.com/stretchr/testify/assert"
)
func TestNew(t *testing.T) {
assert := assert.New(t)
t.Run("valid model path", func(t *testing.T) {
model, err := whisper.New(ModelPath)
assert.NoError(err)
assert.NotNil(model)
defer model.Close()
})
t.Run("invalid model path", func(t *testing.T) {
invalidModelPath := "invalid-model-path.bin"
model, err := whisper.New(invalidModelPath)
assert.Error(err)
assert.Nil(model)
})
}
func TestClose(t *testing.T) {
assert := assert.New(t)
model, err := whisper.New(ModelPath)
assert.NoError(err)
assert.NotNil(model)
err = model.Close()
assert.NoError(err)
}
func TestNewContext(t *testing.T) {
assert := assert.New(t)
model, err := whisper.New(ModelPath)
assert.NoError(err)
assert.NotNil(model)
defer model.Close()
context, err := model.NewContext()
assert.NoError(err)
assert.NotNil(context)
}
func TestIsMultilingual(t *testing.T) {
assert := assert.New(t)
model, err := whisper.New(ModelPath)
assert.NoError(err)
assert.NotNil(model)
defer model.Close()
isMultilingual := model.IsMultilingual()
// This returns false since
// the model 'models/ggml-small.en.bin'
// that is loaded is not multilingual
assert.False(isMultilingual)
}
func TestLanguages(t *testing.T) {
assert := assert.New(t)
model, err := whisper.New(ModelPath)
assert.NoError(err)
assert.NotNil(model)
defer model.Close()
expectedLanguages := []string{
"en", "zh", "de", "es", "ru", "ko", "fr", "ja", "pt", "tr", "pl",
"ca", "nl", "ar", "sv", "it", "id", "hi", "fi", "vi", "he", "uk",
"el", "ms", "cs", "ro", "da", "hu", "ta", "no", "th", "ur", "hr",
"bg", "lt", "la", "mi", "ml", "cy", "sk", "te", "fa", "lv", "bn",
"sr", "az", "sl", "kn", "et", "mk", "br", "eu", "is", "hy", "ne",
"mn", "bs", "kk", "sq", "sw", "gl", "mr", "pa", "si", "km", "sn",
"yo", "so", "af", "oc", "ka", "be", "tg", "sd", "gu", "am", "yi",
"lo", "uz", "fo", "ht", "ps", "tk", "nn", "mt", "sa", "lb", "my",
"bo", "tl", "mg", "as", "tt", "haw", "ln", "ha", "ba", "jw", "su",
}
actualLanguages := model.Languages()
assert.Equal(expectedLanguages, actualLanguages)
}

View File

@@ -0,0 +1,6 @@
package whisper_test
const (
ModelPath = "../../models/ggml-small.en.bin"
SamplePath = "../../samples/jfk.wav"
)