2024-08-24 00:20:28 +00:00
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package backend
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import (
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"context"
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"fmt"
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"os"
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"path/filepath"
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"github.com/mudler/LocalAI/core/config"
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"github.com/mudler/LocalAI/pkg/grpc/proto"
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"github.com/mudler/LocalAI/pkg/model"
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"github.com/mudler/LocalAI/pkg/utils"
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)
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func SoundGeneration(
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modelFile string,
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text string,
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duration *float32,
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temperature *float32,
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doSample *bool,
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sourceFile *string,
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sourceDivisor *int32,
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loader *model.ModelLoader,
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appConfig *config.ApplicationConfig,
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backendConfig config.BackendConfig,
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) (string, *proto.Result, error) {
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2024-10-02 06:55:58 +00:00
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opts := ModelOptions(backendConfig, appConfig, []model.Option{model.WithModel(modelFile)})
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2024-08-24 00:20:28 +00:00
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soundGenModel, err := loader.BackendLoader(opts...)
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if err != nil {
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return "", nil, err
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}
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if soundGenModel == nil {
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return "", nil, fmt.Errorf("could not load sound generation model")
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}
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if err := os.MkdirAll(appConfig.AudioDir, 0750); err != nil {
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return "", nil, fmt.Errorf("failed creating audio directory: %s", err)
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}
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fileName := utils.GenerateUniqueFileName(appConfig.AudioDir, "sound_generation", ".wav")
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filePath := filepath.Join(appConfig.AudioDir, fileName)
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res, err := soundGenModel.SoundGeneration(context.Background(), &proto.SoundGenerationRequest{
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Text: text,
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Model: modelFile,
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Dst: filePath,
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Sample: doSample,
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Duration: duration,
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Temperature: temperature,
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Src: sourceFile,
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SrcDivisor: sourceDivisor,
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})
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// return RPC error if any
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if !res.Success {
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return "", nil, fmt.Errorf(res.Message)
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}
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return filePath, res, err
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}
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