import { z } from 'zod';
export type StyleBertVITS2HyperParameters = z.infer<typeof StyleBertVITS2HyperParametersSchema>;
/**
 * Style-Bert-VITS2 のハイパーパラメータのスキーマ
 * 学習モデルの作成時期によって詳細なパラメータの有無が異なるため、実装上必須のパラメータ以外は optional としている
 * 以下は Style-Bert-VITS2 v2.4.1 のハイパーパラメータスキーマ定義を TypeScript 向けに改変したもの
 * ref: https://github.com/litagin02/Style-Bert-VITS2/blob/2.4.1/style_bert_vits2/models/hyper_parameters.py
 */
export declare const StyleBertVITS2HyperParametersSchema: z.ZodObject<{
    model_name: z.ZodString;
    version: z.ZodString;
    train: z.ZodObject<{
        log_interval: z.ZodOptional<z.ZodNumber>;
        eval_interval: z.ZodOptional<z.ZodNumber>;
        seed: z.ZodOptional<z.ZodNumber>;
        epochs: z.ZodOptional<z.ZodNumber>;
        learning_rate: z.ZodOptional<z.ZodNumber>;
        betas: z.ZodOptional<z.ZodTuple<[z.ZodNumber, z.ZodNumber], null>>;
        eps: z.ZodOptional<z.ZodNumber>;
        batch_size: z.ZodOptional<z.ZodNumber>;
        bf16_run: z.ZodOptional<z.ZodBoolean>;
        fp16_run: z.ZodOptional<z.ZodBoolean>;
        lr_decay: z.ZodOptional<z.ZodNumber>;
        segment_size: z.ZodOptional<z.ZodNumber>;
        init_lr_ratio: z.ZodOptional<z.ZodNumber>;
        warmup_epochs: z.ZodOptional<z.ZodNumber>;
        c_mel: z.ZodOptional<z.ZodNumber>;
        c_kl: z.ZodOptional<z.ZodNumber>;
        c_commit: z.ZodOptional<z.ZodNumber>;
        skip_optimizer: z.ZodOptional<z.ZodBoolean>;
        freeze_ZH_bert: z.ZodOptional<z.ZodBoolean>;
        freeze_JP_bert: z.ZodOptional<z.ZodBoolean>;
        freeze_EN_bert: z.ZodOptional<z.ZodBoolean>;
        freeze_emo: z.ZodOptional<z.ZodBoolean>;
        freeze_style: z.ZodOptional<z.ZodBoolean>;
        freeze_decoder: z.ZodOptional<z.ZodBoolean>;
    }, "strip", z.ZodTypeAny, {
        log_interval?: number | undefined;
        eval_interval?: number | undefined;
        seed?: number | undefined;
        epochs?: number | undefined;
        learning_rate?: number | undefined;
        betas?: [number, number] | undefined;
        eps?: number | undefined;
        batch_size?: number | undefined;
        bf16_run?: boolean | undefined;
        fp16_run?: boolean | undefined;
        lr_decay?: number | undefined;
        segment_size?: number | undefined;
        init_lr_ratio?: number | undefined;
        warmup_epochs?: number | undefined;
        c_mel?: number | undefined;
        c_kl?: number | undefined;
        c_commit?: number | undefined;
        skip_optimizer?: boolean | undefined;
        freeze_ZH_bert?: boolean | undefined;
        freeze_JP_bert?: boolean | undefined;
        freeze_EN_bert?: boolean | undefined;
        freeze_emo?: boolean | undefined;
        freeze_style?: boolean | undefined;
        freeze_decoder?: boolean | undefined;
    }, {
        log_interval?: number | undefined;
        eval_interval?: number | undefined;
        seed?: number | undefined;
        epochs?: number | undefined;
        learning_rate?: number | undefined;
        betas?: [number, number] | undefined;
        eps?: number | undefined;
        batch_size?: number | undefined;
        bf16_run?: boolean | undefined;
        fp16_run?: boolean | undefined;
        lr_decay?: number | undefined;
        segment_size?: number | undefined;
        init_lr_ratio?: number | undefined;
        warmup_epochs?: number | undefined;
        c_mel?: number | undefined;
        c_kl?: number | undefined;
        c_commit?: number | undefined;
        skip_optimizer?: boolean | undefined;
        freeze_ZH_bert?: boolean | undefined;
        freeze_JP_bert?: boolean | undefined;
        freeze_EN_bert?: boolean | undefined;
        freeze_emo?: boolean | undefined;
        freeze_style?: boolean | undefined;
        freeze_decoder?: boolean | undefined;
    }>;
    data: z.ZodObject<{
        use_jp_extra: z.ZodOptional<z.ZodBoolean>;
        training_files: z.ZodOptional<z.ZodString>;
        validation_files: z.ZodOptional<z.ZodString>;
        max_wav_value: z.ZodOptional<z.ZodNumber>;
        sampling_rate: z.ZodOptional<z.ZodNumber>;
        filter_length: z.ZodOptional<z.ZodNumber>;
        hop_length: z.ZodOptional<z.ZodNumber>;
        win_length: z.ZodOptional<z.ZodNumber>;
        n_mel_channels: z.ZodOptional<z.ZodNumber>;
        mel_fmin: z.ZodOptional<z.ZodNumber>;
        mel_fmax: z.ZodOptional<z.ZodNullable<z.ZodNumber>>;
        add_blank: z.ZodOptional<z.ZodBoolean>;
        n_speakers: z.ZodNumber;
        cleaned_text: z.ZodOptional<z.ZodBoolean>;
        spk2id: z.ZodRecord<z.ZodString, z.ZodNumber>;
        num_styles: z.ZodNumber;
        style2id: z.ZodRecord<z.ZodString, z.ZodNumber>;
    }, "strip", z.ZodTypeAny, {
        n_speakers: number;
        spk2id: Record<string, number>;
        num_styles: number;
        style2id: Record<string, number>;
        use_jp_extra?: boolean | undefined;
        training_files?: string | undefined;
        validation_files?: string | undefined;
        max_wav_value?: number | undefined;
        sampling_rate?: number | undefined;
        filter_length?: number | undefined;
        hop_length?: number | undefined;
        win_length?: number | undefined;
        n_mel_channels?: number | undefined;
        mel_fmin?: number | undefined;
        mel_fmax?: number | null | undefined;
        add_blank?: boolean | undefined;
        cleaned_text?: boolean | undefined;
    }, {
        n_speakers: number;
        spk2id: Record<string, number>;
        num_styles: number;
        style2id: Record<string, number>;
        use_jp_extra?: boolean | undefined;
        training_files?: string | undefined;
        validation_files?: string | undefined;
        max_wav_value?: number | undefined;
        sampling_rate?: number | undefined;
        filter_length?: number | undefined;
        hop_length?: number | undefined;
        win_length?: number | undefined;
        n_mel_channels?: number | undefined;
        mel_fmin?: number | undefined;
        mel_fmax?: number | null | undefined;
        add_blank?: boolean | undefined;
        cleaned_text?: boolean | undefined;
    }>;
    model: z.ZodObject<{
        use_spk_conditioned_encoder: z.ZodOptional<z.ZodBoolean>;
        use_noise_scaled_mas: z.ZodOptional<z.ZodBoolean>;
        use_mel_posterior_encoder: z.ZodOptional<z.ZodBoolean>;
        use_duration_discriminator: z.ZodOptional<z.ZodBoolean>;
        use_wavlm_discriminator: z.ZodOptional<z.ZodBoolean>;
        inter_channels: z.ZodOptional<z.ZodNumber>;
        hidden_channels: z.ZodOptional<z.ZodNumber>;
        filter_channels: z.ZodOptional<z.ZodNumber>;
        n_heads: z.ZodOptional<z.ZodNumber>;
        n_layers: z.ZodOptional<z.ZodNumber>;
        kernel_size: z.ZodOptional<z.ZodNumber>;
        p_dropout: z.ZodOptional<z.ZodNumber>;
        resblock: z.ZodOptional<z.ZodString>;
        resblock_kernel_sizes: z.ZodOptional<z.ZodArray<z.ZodNumber, "many">>;
        resblock_dilation_sizes: z.ZodOptional<z.ZodArray<z.ZodArray<z.ZodNumber, "many">, "many">>;
        upsample_rates: z.ZodOptional<z.ZodArray<z.ZodNumber, "many">>;
        upsample_initial_channel: z.ZodOptional<z.ZodNumber>;
        upsample_kernel_sizes: z.ZodOptional<z.ZodArray<z.ZodNumber, "many">>;
        n_layers_q: z.ZodOptional<z.ZodNumber>;
        use_spectral_norm: z.ZodOptional<z.ZodBoolean>;
        gin_channels: z.ZodOptional<z.ZodNumber>;
        slm: z.ZodOptional<z.ZodObject<{
            model: z.ZodOptional<z.ZodString>;
            sr: z.ZodOptional<z.ZodNumber>;
            hidden: z.ZodOptional<z.ZodNumber>;
            nlayers: z.ZodOptional<z.ZodNumber>;
            initial_channel: z.ZodOptional<z.ZodNumber>;
        }, "strip", z.ZodTypeAny, {
            model?: string | undefined;
            sr?: number | undefined;
            hidden?: number | undefined;
            nlayers?: number | undefined;
            initial_channel?: number | undefined;
        }, {
            model?: string | undefined;
            sr?: number | undefined;
            hidden?: number | undefined;
            nlayers?: number | undefined;
            initial_channel?: number | undefined;
        }>>;
    }, "strip", z.ZodTypeAny, {
        use_spk_conditioned_encoder?: boolean | undefined;
        use_noise_scaled_mas?: boolean | undefined;
        use_mel_posterior_encoder?: boolean | undefined;
        use_duration_discriminator?: boolean | undefined;
        use_wavlm_discriminator?: boolean | undefined;
        inter_channels?: number | undefined;
        hidden_channels?: number | undefined;
        filter_channels?: number | undefined;
        n_heads?: number | undefined;
        n_layers?: number | undefined;
        kernel_size?: number | undefined;
        p_dropout?: number | undefined;
        resblock?: string | undefined;
        resblock_kernel_sizes?: number[] | undefined;
        resblock_dilation_sizes?: number[][] | undefined;
        upsample_rates?: number[] | undefined;
        upsample_initial_channel?: number | undefined;
        upsample_kernel_sizes?: number[] | undefined;
        n_layers_q?: number | undefined;
        use_spectral_norm?: boolean | undefined;
        gin_channels?: number | undefined;
        slm?: {
            model?: string | undefined;
            sr?: number | undefined;
            hidden?: number | undefined;
            nlayers?: number | undefined;
            initial_channel?: number | undefined;
        } | undefined;
    }, {
        use_spk_conditioned_encoder?: boolean | undefined;
        use_noise_scaled_mas?: boolean | undefined;
        use_mel_posterior_encoder?: boolean | undefined;
        use_duration_discriminator?: boolean | undefined;
        use_wavlm_discriminator?: boolean | undefined;
        inter_channels?: number | undefined;
        hidden_channels?: number | undefined;
        filter_channels?: number | undefined;
        n_heads?: number | undefined;
        n_layers?: number | undefined;
        kernel_size?: number | undefined;
        p_dropout?: number | undefined;
        resblock?: string | undefined;
        resblock_kernel_sizes?: number[] | undefined;
        resblock_dilation_sizes?: number[][] | undefined;
        upsample_rates?: number[] | undefined;
        upsample_initial_channel?: number | undefined;
        upsample_kernel_sizes?: number[] | undefined;
        n_layers_q?: number | undefined;
        use_spectral_norm?: boolean | undefined;
        gin_channels?: number | undefined;
        slm?: {
            model?: string | undefined;
            sr?: number | undefined;
            hidden?: number | undefined;
            nlayers?: number | undefined;
            initial_channel?: number | undefined;
        } | undefined;
    }>;
}, "strip", z.ZodTypeAny, {
    model_name: string;
    version: string;
    train: {
        log_interval?: number | undefined;
        eval_interval?: number | undefined;
        seed?: number | undefined;
        epochs?: number | undefined;
        learning_rate?: number | undefined;
        betas?: [number, number] | undefined;
        eps?: number | undefined;
        batch_size?: number | undefined;
        bf16_run?: boolean | undefined;
        fp16_run?: boolean | undefined;
        lr_decay?: number | undefined;
        segment_size?: number | undefined;
        init_lr_ratio?: number | undefined;
        warmup_epochs?: number | undefined;
        c_mel?: number | undefined;
        c_kl?: number | undefined;
        c_commit?: number | undefined;
        skip_optimizer?: boolean | undefined;
        freeze_ZH_bert?: boolean | undefined;
        freeze_JP_bert?: boolean | undefined;
        freeze_EN_bert?: boolean | undefined;
        freeze_emo?: boolean | undefined;
        freeze_style?: boolean | undefined;
        freeze_decoder?: boolean | undefined;
    };
    data: {
        n_speakers: number;
        spk2id: Record<string, number>;
        num_styles: number;
        style2id: Record<string, number>;
        use_jp_extra?: boolean | undefined;
        training_files?: string | undefined;
        validation_files?: string | undefined;
        max_wav_value?: number | undefined;
        sampling_rate?: number | undefined;
        filter_length?: number | undefined;
        hop_length?: number | undefined;
        win_length?: number | undefined;
        n_mel_channels?: number | undefined;
        mel_fmin?: number | undefined;
        mel_fmax?: number | null | undefined;
        add_blank?: boolean | undefined;
        cleaned_text?: boolean | undefined;
    };
    model: {
        use_spk_conditioned_encoder?: boolean | undefined;
        use_noise_scaled_mas?: boolean | undefined;
        use_mel_posterior_encoder?: boolean | undefined;
        use_duration_discriminator?: boolean | undefined;
        use_wavlm_discriminator?: boolean | undefined;
        inter_channels?: number | undefined;
        hidden_channels?: number | undefined;
        filter_channels?: number | undefined;
        n_heads?: number | undefined;
        n_layers?: number | undefined;
        kernel_size?: number | undefined;
        p_dropout?: number | undefined;
        resblock?: string | undefined;
        resblock_kernel_sizes?: number[] | undefined;
        resblock_dilation_sizes?: number[][] | undefined;
        upsample_rates?: number[] | undefined;
        upsample_initial_channel?: number | undefined;
        upsample_kernel_sizes?: number[] | undefined;
        n_layers_q?: number | undefined;
        use_spectral_norm?: boolean | undefined;
        gin_channels?: number | undefined;
        slm?: {
            model?: string | undefined;
            sr?: number | undefined;
            hidden?: number | undefined;
            nlayers?: number | undefined;
            initial_channel?: number | undefined;
        } | undefined;
    };
}, {
    model_name: string;
    version: string;
    train: {
        log_interval?: number | undefined;
        eval_interval?: number | undefined;
        seed?: number | undefined;
        epochs?: number | undefined;
        learning_rate?: number | undefined;
        betas?: [number, number] | undefined;
        eps?: number | undefined;
        batch_size?: number | undefined;
        bf16_run?: boolean | undefined;
        fp16_run?: boolean | undefined;
        lr_decay?: number | undefined;
        segment_size?: number | undefined;
        init_lr_ratio?: number | undefined;
        warmup_epochs?: number | undefined;
        c_mel?: number | undefined;
        c_kl?: number | undefined;
        c_commit?: number | undefined;
        skip_optimizer?: boolean | undefined;
        freeze_ZH_bert?: boolean | undefined;
        freeze_JP_bert?: boolean | undefined;
        freeze_EN_bert?: boolean | undefined;
        freeze_emo?: boolean | undefined;
        freeze_style?: boolean | undefined;
        freeze_decoder?: boolean | undefined;
    };
    data: {
        n_speakers: number;
        spk2id: Record<string, number>;
        num_styles: number;
        style2id: Record<string, number>;
        use_jp_extra?: boolean | undefined;
        training_files?: string | undefined;
        validation_files?: string | undefined;
        max_wav_value?: number | undefined;
        sampling_rate?: number | undefined;
        filter_length?: number | undefined;
        hop_length?: number | undefined;
        win_length?: number | undefined;
        n_mel_channels?: number | undefined;
        mel_fmin?: number | undefined;
        mel_fmax?: number | null | undefined;
        add_blank?: boolean | undefined;
        cleaned_text?: boolean | undefined;
    };
    model: {
        use_spk_conditioned_encoder?: boolean | undefined;
        use_noise_scaled_mas?: boolean | undefined;
        use_mel_posterior_encoder?: boolean | undefined;
        use_duration_discriminator?: boolean | undefined;
        use_wavlm_discriminator?: boolean | undefined;
        inter_channels?: number | undefined;
        hidden_channels?: number | undefined;
        filter_channels?: number | undefined;
        n_heads?: number | undefined;
        n_layers?: number | undefined;
        kernel_size?: number | undefined;
        p_dropout?: number | undefined;
        resblock?: string | undefined;
        resblock_kernel_sizes?: number[] | undefined;
        resblock_dilation_sizes?: number[][] | undefined;
        upsample_rates?: number[] | undefined;
        upsample_initial_channel?: number | undefined;
        upsample_kernel_sizes?: number[] | undefined;
        n_layers_q?: number | undefined;
        use_spectral_norm?: boolean | undefined;
        gin_channels?: number | undefined;
        slm?: {
            model?: string | undefined;
            sr?: number | undefined;
            hidden?: number | undefined;
            nlayers?: number | undefined;
            initial_channel?: number | undefined;
        } | undefined;
    };
}>;