fix: update package version to 0.2.0-alpha8

build(deps): bump ort from `d269461` to `f7f5711`

.github/dependabot.yml

@@ -0,0 +1,15 @@
+# To get started with Dependabot version updates, you'll need to specify which
+# package ecosystems to update and where the package manifests are located.
+# Please see the documentation for all configuration options:
+# https://docs.github.com/code-security/dependabot/dependabot-version-updates/configuration-options-for-the-dependabot.yml-file
+
+version: 2
+updates:
+  - package-ecosystem: "cargo" # See documentation for possible values
+    directory: "/" # Location of package manifests
+    schedule:
+      interval: "weekly"
+  - package-ecosystem: "npm" # See documentation for possible values
+    directory: "/" # Location of package manifests
+    schedule:
+      interval: "weekly"

.github/workflows/build.yml

@@ -1,4 +1,4 @@
-name: CI
+name: Build
 
 on:
   push:
@@ -6,7 +6,6 @@ on:
       - main
     tags:
       - '*'
-  pull_request:
   workflow_dispatch:
 
 permissions:
@@ -29,7 +28,7 @@ jobs:
       - uses: actions/setup-python@v5
         with:
           python-version: 3.x
-      - run: docker build . -f .github/workflows/CI.Dockerfile --tag ci
+      - run: docker build . -f .github/workflows/build.Dockerfile --tag ci
       - name: Build wheels
         uses: PyO3/maturin-action@v1
         with:
@@ -111,6 +110,7 @@ jobs:
         with:
           name: wheels-sdist
           path: ./crates/sbv2_bindings/dist
+
   python-wheel:
     name: Wheel Upload
     runs-on: ubuntu-latest

.github/workflows/lint.yml

@@ -0,0 +1,26 @@
+name: Lint
+
+on:
+  pull_request:
+
+jobs:
+  check:
+    runs-on: ubuntu-latest
+    strategy:
+      fail-fast: false
+      matrix:
+        components:
+          - rustfmt
+          - clippy
+    steps:
+      - name: Setup
+        uses: actions/checkout@v4
+      - uses: actions-rust-lang/setup-rust-toolchain@v1
+        with:
+          components: ${{ matrix.components }}
+      - name: Format
+        if: ${{ matrix.components == 'rustfmt' }}
+        run: cargo fmt --all -- --check
+      - name: Lint
+        if: ${{ matrix.components == 'clippy' }}
+        run: cargo clippy --all-targets --all-features -- -D warnings

Cargo.toml

@@ -1,18 +1,18 @@
 [workspace]
-resolver = "2"
+resolver = "3"
-members = ["./crates/sbv2_api", "./crates/sbv2_core", "./crates/sbv2_bindings", "./crates/sbv2_wasm", "crates/sbv2_editor"]
+members = ["./crates/sbv2_api", "./crates/sbv2_core", "./crates/sbv2_bindings", "./crates/sbv2_wasm"]
 
 [workspace.package]
-version = "0.2.0-alpha6"
+version = "0.2.0-alpha8"
 edition = "2021"
 description = "Style-Bert-VITSの推論ライブラリ"
 license = "MIT"
 readme = "./README.md"
-repository = "https://github.com/tuna2134/sbv2-api"
+repository = "https://github.com/neodyland/sbv2-api"
 documentation = "https://docs.rs/sbv2_core"
 
 [workspace.dependencies]
-anyhow = "1.0.96"
+anyhow = "1.0.99"
 dotenvy = "0.15.7"
 env_logger = "0.11.6"
 ndarray = "0.16.1"

LICENSE.md

@@ -1,6 +1,7 @@
 MIT License
 
 Copyright (c) 2024 tuna2134
+Copyright (c) 2025- neodyland
 
 Permission is hereby granted, free of charge, to any person obtaining a copy
 of this software and associated documentation files (the "Software"), to deal

README.md

@@ -1,14 +1,23 @@
 # SBV2-API
 
-## 注意：本バージョンはアルファ版です。
+> [!CAUTION]
-安定版を利用したい場合は[こちら](https://github.com/tuna2134/sbv2-api/tree/v0.1.x)をご覧ください。
+> 本バージョンはアルファ版です。
+> 
+> 安定版を利用したい場合は[こちら](https://github.com/neodyland/sbv2-api/tree/v0.1.x)をご覧ください。
 
-## 注意: オプションの辞書はLGPLです。
+> [!CAUTION]
-オプションの辞書を使用する場合、バイナリの内部の辞書部分について、LGPLが適用されます。
+> オプションの辞書はLGPLです。
+> 
+> オプションの辞書を使用する場合、バイナリの内部の辞書部分について、LGPLが適用されます。
+
+> [!NOTE]
+> このレポジトリはメンテナンスの都合上、[tuna2134](https:://github.com/tuna2134)氏の所属する[Neodyland](https://neody.land/)へとリポジトリ所在地を移動しました。
+> 
+> 引き続きtuna2134氏がメインメンテナとして管理しています。
 
 ## プログラミングに詳しくない方向け
 
-[こちら](https://github.com/tuna2134/sbv2-gui?tab=readme-ov-file)を参照してください。
+[こちら](https://github.com/tuna2134/sbv2-gui)を参照してください。
 
 コマンドやpythonの知識なしで簡単に使えるバージョンです。(できることはほぼ同じ)
 
@@ -20,7 +29,7 @@ JP-Extra しか対応していません。(基本的に対応する予定もあ
 
 ## 変換方法
 
-[こちら](https://github.com/tuna2134/sbv2-api/tree/main/scripts/convert)を参照してください。
+[こちら](https://github.com/neodyland/sbv2-api/tree/main/scripts/convert)を参照してください。
 
 ## Todo
 
@@ -66,7 +75,7 @@ CPUの場合は
 ```sh
 docker run -it --rm -p 3000:3000 --name sbv2 \
 -v ./models:/work/models --env-file .env \
-ghcr.io/tuna2134/sbv2-api:cpu
+ghcr.io/neodyland/sbv2-api:cpu
 ```
 
 <details>
@@ -81,7 +90,7 @@ CPUの場合は
 ```bash
 docker run --platform linux/amd64 -it --rm -p 3000:3000 --name sbv2 \
 -v ./models:/work/models --env-file .env \
-ghcr.io/tuna2134/sbv2-api:cpu
+ghcr.io/neodyland/sbv2-api:cpu
 ```
 </details>
 
@@ -90,7 +99,7 @@ CUDAの場合は
 docker run -it --rm -p 3000:3000 --name sbv2 \
 -v ./models:/work/models --env-file .env \
 --gpus all \
-ghcr.io/tuna2134/sbv2-api:cuda
+ghcr.io/neodyland/sbv2-api:cuda
 ```
 
 ### 起動確認

crates/sbv2_api/Cargo.toml

@@ -16,8 +16,8 @@ env_logger.workspace = true
 log = "0.4.22"
 sbv2_core = { version = "0.2.0-alpha6", path = "../sbv2_core", features = ["aivmx"] }
 serde = { version = "1.0.210", features = ["derive"] }
-tokio = { version = "1.40.0", features = ["full"] }
+tokio = { version = "1.47.1", features = ["full"] }
-utoipa = { version = "5.0.0", features = ["axum_extras"] }
+utoipa = { version = "5.4.0", features = ["axum_extras"] }
 utoipa-scalar = { version = "0.3.0", features = ["axum"] }
 
 [features]

crates/sbv2_api/src/main.rs

@@ -53,12 +53,16 @@ struct SynthesizeRequest {
     text: String,
     ident: String,
     #[serde(default = "sdp_default")]
+    #[schema(example = 0.0_f32)]
     sdp_ratio: f32,
     #[serde(default = "length_default")]
+    #[schema(example = 1.0_f32)]
     length_scale: f32,
     #[serde(default = "style_id_default")]
+    #[schema(example = 0_i32)]
     style_id: i32,
     #[serde(default = "speaker_id_default")]
+    #[schema(example = 0_i64)]
     speaker_id: i64,
 }
 

crates/sbv2_bindings/Cargo.toml

@@ -16,7 +16,7 @@ crate-type = ["cdylib"]
 [dependencies]
 anyhow.workspace = true
 ndarray.workspace = true
-pyo3 = { version = "0.23.0", features = ["anyhow"] }
+pyo3 = { version = "0.25.1", features = ["anyhow"] }
 sbv2_core = { path = "../sbv2_core", features = ["std"], default-features = false }
 
 [features]

crates/sbv2_bindings/src/sbv2.rs

@@ -136,6 +136,7 @@ impl TTSModel {
     /// -------
     /// voice_data : bytes
     ///     音声データ
+    #[allow(clippy::too_many_arguments)]
     fn synthesize<'p>(
         &'p mut self,
         py: Python<'p>,

crates/sbv2_core/Cargo.toml

@@ -16,16 +16,16 @@ env_logger.workspace = true
 hound = "3.5.1"
 jpreprocess = { version = "0.12.0", features = ["naist-jdic"] }
 ndarray.workspace = true
-npyz = { version = "0.8.3", optional = true }
+npyz = { version = "0.8.4", optional = true }
-num_cpus = "1.16.0"
+num_cpus = "1.17.0"
 once_cell.workspace = true
 ort = { git = "https://github.com/pykeio/ort.git", version = "2.0.0-rc.9", optional = true }
-regex = "1.10.6"
+regex = "1.11.2"
 serde = { version = "1.0.210", features = ["derive"] }
-serde_json = "1.0.128"
+serde_json = "1.0.143"
 tar = "0.4.41"
-thiserror = "2.0.11"
+thiserror = "2.0.16"
-tokenizers = { version = "0.21.0", default-features = false }
+tokenizers = { version = "0.21.4", default-features = false }
 zstd = "0.13.2"
 
 [features]
@@ -44,4 +44,4 @@ base64 = ["dep:base64"]
 
 [build-dependencies]
 dirs = "6.0.0"
-ureq = "3.0.6"
+ureq = "3.1.0"

crates/sbv2_core/build.rs

@@ -5,21 +5,27 @@ use std::io::copy;
 use std::path::PathBuf;
 
 fn main() -> Result<(), Box<dyn std::error::Error>> {
-    let static_path = home_dir().unwrap().join(".cache/sbv2/all.bin");
+    let static_dir = home_dir().unwrap().join(".cache/sbv2");
+    let static_path = static_dir.join("all.bin");
     let out_path = PathBuf::from(&env::var("OUT_DIR").unwrap()).join("all.bin");
     println!("cargo:rerun-if-changed=build.rs");
     if static_path.exists() {
-        if fs::hard_link(&static_path, &out_path).is_err() {
+        println!("cargo:info=Dictionary file already exists, skipping download.");
-            fs::copy(static_path, out_path).unwrap();
-        };
     } else {
         println!("cargo:warning=Downloading dictionary file...");
         let mut response =
             ureq::get("https://huggingface.co/neody/sbv2-api-assets/resolve/main/dic/all.bin")
                 .call()?;
         let mut response = response.body_mut().as_reader();
-        let mut file = fs::File::create(&out_path)?;
+        if !static_dir.exists() {
+            fs::create_dir_all(static_dir)?;
+        }
+        let mut file = fs::File::create(&static_path)?;
         copy(&mut response, &mut file)?;
     }
+    if !out_path.exists() && fs::hard_link(&static_path, &out_path).is_err() {
+        println!("cargo:warning=Failed to create hard link, copying instead.");
+        fs::copy(static_path, out_path)?;
+    }
     Ok(())
 }

crates/sbv2_core/src/bert.rs

@@ -14,11 +14,9 @@ pub fn predict(
             "attention_mask" => TensorRef::from_array_view((vec![1, attention_masks.len() as i64], attention_masks.as_slice()))?,
         }
     )?;
-
     let output = outputs["output"]
-        .try_extract_tensor::<f32>()?
+        .try_extract_array::<f32>()?
         .into_dimensionality::<Ix2>()?
         .to_owned();
-
     Ok(output)
 }

crates/sbv2_core/src/error.rs

@@ -28,6 +28,8 @@ pub enum Error {
     Base64Error(#[from] base64::DecodeError),
     #[error("other")]
     OtherError(String),
+    #[error("Style error: {0}")]
+    StyleError(String),
 }
 
 pub type Result<T> = std::result::Result<T, Error>;

crates/sbv2_core/src/jtalk.rs

@@ -1,3 +1,175 @@
+/*
+このファイルのコードは
+https://github.com/litagin02/Style-Bert-VITS2/blob/master/style_bert_vits2/nlp/japanese/g2p.py
+を参考にRustに書き換えています。
+
+以下はライセンスです。
+                   GNU LESSER GENERAL PUBLIC LICENSE
+                       Version 3, 29 June 2007
+
+ Copyright (C) 2007 Free Software Foundation, Inc. <https://fsf.org/>
+ Everyone is permitted to copy and distribute verbatim copies
+ of this license document, but changing it is not allowed.
+
+
+  This version of the GNU Lesser General Public License incorporates
+the terms and conditions of version 3 of the GNU General Public
+License, supplemented by the additional permissions listed below.
+
+  0. Additional Definitions.
+
+  As used herein, "this License" refers to version 3 of the GNU Lesser
+General Public License, and the "GNU GPL" refers to version 3 of the GNU
+General Public License.
+
+  "The Library" refers to a covered work governed by this License,
+other than an Application or a Combined Work as defined below.
+
+  An "Application" is any work that makes use of an interface provided
+by the Library, but which is not otherwise based on the Library.
+Defining a subclass of a class defined by the Library is deemed a mode
+of using an interface provided by the Library.
+
+  A "Combined Work" is a work produced by combining or linking an
+Application with the Library.  The particular version of the Library
+with which the Combined Work was made is also called the "Linked
+Version".
+
+  The "Minimal Corresponding Source" for a Combined Work means the
+Corresponding Source for the Combined Work, excluding any source code
+for portions of the Combined Work that, considered in isolation, are
+based on the Application, and not on the Linked Version.
+
+  The "Corresponding Application Code" for a Combined Work means the
+object code and/or source code for the Application, including any data
+and utility programs needed for reproducing the Combined Work from the
+Application, but excluding the System Libraries of the Combined Work.
+
+  1. Exception to Section 3 of the GNU GPL.
+
+  You may convey a covered work under sections 3 and 4 of this License
+without being bound by section 3 of the GNU GPL.
+
+  2. Conveying Modified Versions.
+
+  If you modify a copy of the Library, and, in your modifications, a
+facility refers to a function or data to be supplied by an Application
+that uses the facility (other than as an argument passed when the
+facility is invoked), then you may convey a copy of the modified
+version:
+
+   a) under this License, provided that you make a good faith effort to
+   ensure that, in the event an Application does not supply the
+   function or data, the facility still operates, and performs
+   whatever part of its purpose remains meaningful, or
+
+   b) under the GNU GPL, with none of the additional permissions of
+   this License applicable to that copy.
+
+  3. Object Code Incorporating Material from Library Header Files.
+
+  The object code form of an Application may incorporate material from
+a header file that is part of the Library.  You may convey such object
+code under terms of your choice, provided that, if the incorporated
+material is not limited to numerical parameters, data structure
+layouts and accessors, or small macros, inline functions and templates
+(ten or fewer lines in length), you do both of the following:
+
+   a) Give prominent notice with each copy of the object code that the
+   Library is used in it and that the Library and its use are
+   covered by this License.
+
+   b) Accompany the object code with a copy of the GNU GPL and this license
+   document.
+
+  4. Combined Works.
+
+  You may convey a Combined Work under terms of your choice that,
+taken together, effectively do not restrict modification of the
+portions of the Library contained in the Combined Work and reverse
+engineering for debugging such modifications, if you also do each of
+the following:
+
+   a) Give prominent notice with each copy of the Combined Work that
+   the Library is used in it and that the Library and its use are
+   covered by this License.
+
+   b) Accompany the Combined Work with a copy of the GNU GPL and this license
+   document.
+
+   c) For a Combined Work that displays copyright notices during
+   execution, include the copyright notice for the Library among
+   these notices, as well as a reference directing the user to the
+   copies of the GNU GPL and this license document.
+
+   d) Do one of the following:
+
+       0) Convey the Minimal Corresponding Source under the terms of this
+       License, and the Corresponding Application Code in a form
+       suitable for, and under terms that permit, the user to
+       recombine or relink the Application with a modified version of
+       the Linked Version to produce a modified Combined Work, in the
+       manner specified by section 6 of the GNU GPL for conveying
+       Corresponding Source.
+
+       1) Use a suitable shared library mechanism for linking with the
+       Library.  A suitable mechanism is one that (a) uses at run time
+       a copy of the Library already present on the user's computer
+       system, and (b) will operate properly with a modified version
+       of the Library that is interface-compatible with the Linked
+       Version.
+
+   e) Provide Installation Information, but only if you would otherwise
+   be required to provide such information under section 6 of the
+   GNU GPL, and only to the extent that such information is
+   necessary to install and execute a modified version of the
+   Combined Work produced by recombining or relinking the
+   Application with a modified version of the Linked Version. (If
+   you use option 4d0, the Installation Information must accompany
+   the Minimal Corresponding Source and Corresponding Application
+   Code. If you use option 4d1, you must provide the Installation
+   Information in the manner specified by section 6 of the GNU GPL
+   for conveying Corresponding Source.)
+
+  5. Combined Libraries.
+
+  You may place library facilities that are a work based on the
+Library side by side in a single library together with other library
+facilities that are not Applications and are not covered by this
+License, and convey such a combined library under terms of your
+choice, if you do both of the following:
+
+   a) Accompany the combined library with a copy of the same work based
+   on the Library, uncombined with any other library facilities,
+   conveyed under the terms of this License.
+
+   b) Give prominent notice with the combined library that part of it
+   is a work based on the Library, and explaining where to find the
+   accompanying uncombined form of the same work.
+
+  6. Revised Versions of the GNU Lesser General Public License.
+
+  The Free Software Foundation may publish revised and/or new versions
+of the GNU Lesser General Public License from time to time. Such new
+versions will be similar in spirit to the present version, but may
+differ in detail to address new problems or concerns.
+
+  Each version is given a distinguishing version number. If the
+Library as you received it specifies that a certain numbered version
+of the GNU Lesser General Public License "or any later version"
+applies to it, you have the option of following the terms and
+conditions either of that published version or of any later version
+published by the Free Software Foundation. If the Library as you
+received it does not specify a version number of the GNU Lesser
+General Public License, you may choose any version of the GNU Lesser
+General Public License ever published by the Free Software Foundation.
+
+  If the Library as you received it specifies that a proxy can decide
+whether future versions of the GNU Lesser General Public License shall
+apply, that proxy's public statement of acceptance of any version is
+permanent authorization for you to choose that version for the
+Library.
+*/
 use crate::error::{Error, Result};
 use crate::mora::{CONSONANTS, MORA_KATA_TO_MORA_PHONEMES, MORA_PHONEMES_TO_MORA_KATA, VOWELS};
 use crate::norm::{replace_punctuation, PUNCTUATIONS};
@@ -81,7 +253,7 @@ fn phone_tone_to_kana(phones: Vec<String>, tones: Vec<i32>) -> Vec<(String, i32)
     let tones = &tones[1..];
     let mut results = Vec::new();
     let mut current_mora = String::new();
-    for ((phone, next_phone), (&tone, &next_tone)) in phones
+    for ((phone, _next_phone), (&tone, &next_tone)) in phones
         .iter()
         .zip(phones.iter().skip(1))
         .zip(tones.iter().zip(tones.iter().skip(1)))
@@ -123,24 +295,24 @@ impl JTalkProcess {
             .map(|(_letter, tone)| *tone)
             .collect();
         if tone_values.len() == 1 {
-            assert!(tone_values == hash_set![0], "{:?}", tone_values);
+            assert!(tone_values == hash_set![0], "{tone_values:?}");
             Ok(phone_tone_list)
         } else if tone_values.len() == 2 {
             if tone_values == hash_set![0, 1] {
-                return Ok(phone_tone_list);
+                Ok(phone_tone_list)
             } else if tone_values == hash_set![-1, 0] {
-                return Ok(phone_tone_list
+                Ok(phone_tone_list
                     .iter()
                     .map(|x| {
                         let new_tone = if x.1 == -1 { 0 } else { 1 };
                         (x.0.clone(), new_tone)
                     })
-                    .collect());
+                    .collect())
             } else {
-                return Err(Error::ValueError("Invalid tone values 0".to_string()));
+                Err(Error::ValueError("Invalid tone values 0".to_string()))
             }
         } else {
-            return Err(Error::ValueError("Invalid tone values 1".to_string()));
+            Err(Error::ValueError("Invalid tone values 1".to_string()))
         }
     }
 
@@ -226,12 +398,12 @@ impl JTalkProcess {
             } else if PUNCTUATIONS.contains(&phone.as_str()) {
                 result.push((phone, 0));
             } else {
-                println!("phones {:?}", phone_with_punct);
+                println!("phones {phone_with_punct:?}");
-                println!("phone_tone_list: {:?}", phone_tone_list);
+                println!("phone_tone_list: {phone_tone_list:?}");
-                println!("result: {:?}", result);
+                println!("result: {result:?}");
-                println!("tone_index: {:?}", tone_index);
+                println!("tone_index: {tone_index:?}");
-                println!("phone: {:?}", phone);
+                println!("phone: {phone:?}");
-                return Err(Error::ValueError(format!("Mismatched phoneme: {}", phone)));
+                return Err(Error::ValueError(format!("Mismatched phoneme: {phone}")));
             }
         }
 
@@ -276,8 +448,7 @@ impl JTalkProcess {
         }
         if !KATAKANA_PATTERN.is_match(&text) {
             return Err(Error::ValueError(format!(
-                "Input must be katakana only: {}",
+                "Input must be katakana only: {text}"
-                text
             )));
         }
 
@@ -285,7 +456,7 @@ impl JTalkProcess {
             let mora = mora.to_string();
             let (consonant, vowel) = MORA_KATA_TO_MORA_PHONEMES.get(&mora).unwrap();
             if consonant.is_none() {
-                text = text.replace(&mora, &format!(" {}", vowel));
+                text = text.replace(&mora, &format!(" {vowel}"));
             } else {
                 text = text.replace(
                     &mora,
@@ -319,7 +490,7 @@ impl JTalkProcess {
             let (string, pron) = self.parse_to_string_and_pron(parts.clone());
             let mut yomi = pron.replace('’', "");
             let word = replace_punctuation(string);
-            assert!(!yomi.is_empty(), "Empty yomi: {}", word);
+            assert!(!yomi.is_empty(), "Empty yomi: {word}");
             if yomi == "、" {
                 if !word
                     .chars()
@@ -330,7 +501,7 @@ impl JTalkProcess {
                     yomi = word.clone();
                 }
             } else if yomi == "？" {
-                assert!(word == "?", "yomi `？` comes from: {}", word);
+                assert!(word == "?", "yomi `？` comes from: {word}");
                 yomi = "?".to_string();
             }
             seq_text.push(word);

crates/sbv2_core/src/model.rs

@@ -21,10 +21,7 @@ pub fn load_model<P: AsRef<[u8]>>(model_file: P, bert: bool) -> Result<Session>
     #[cfg(feature = "cuda")]
     {
         #[allow(unused_mut)]
-        let mut cuda = ort::execution_providers::CUDAExecutionProvider::default()
+        let mut cuda = ort::execution_providers::CUDAExecutionProvider::default();
-            .with_conv_algorithm_search(
-                ort::execution_providers::cuda::CUDAExecutionProviderCuDNNConvAlgoSearch::Default,
-            );
         #[cfg(feature = "cuda_tf32")]
         {
             cuda = cuda.with_tf32(true);
@@ -101,11 +98,9 @@ pub fn synthesize(
         "noise_scale" => noise_scale,
         "noise_scale_w" => noise_scale_w,
     })?;
-
     let audio_array = outputs["output"]
-        .try_extract_tensor::<f32>()?
+        .try_extract_array::<f32>()?
         .into_dimensionality::<Ix3>()?
         .to_owned();
-
     Ok(audio_array)
 }

crates/sbv2_core/src/style.rs

@@ -1,4 +1,4 @@
-use crate::error::Result;
+use crate::error::{Error, Result};
 use ndarray::{s, Array1, Array2};
 use serde::Deserialize;
 
@@ -21,6 +21,18 @@ pub fn get_style_vector(
     style_id: i32,
     weight: f32,
 ) -> Result<Array1<f32>> {
+    if style_vectors.shape().len() != 2 {
+        return Err(Error::StyleError(
+            "Invalid shape for style vectors".to_string(),
+        ));
+    }
+    if style_id < 0 || style_id >= style_vectors.shape()[0] as i32 {
+        return Err(Error::StyleError(format!(
+            "Invalid style ID: {}. Max ID: {}",
+            style_id,
+            style_vectors.shape()[0] - 1
+        )));
+    }
     let mean = style_vectors.slice(s![0, ..]).to_owned();
     let style_vector = style_vectors.slice(s![style_id as usize, ..]).to_owned();
     let diff = (style_vector - &mean) * weight;

crates/sbv2_core/src/tts.rs

@@ -91,7 +91,7 @@ impl TTSModelHolder {
             }
             let model = model::load_model(&aivmx_bytes, false)?;
             let metadata = model.metadata()?;
-            if let Some(aivm_style_vectors) = metadata.custom("aivm_style_vectors")? {
+            if let Some(aivm_style_vectors) = metadata.custom("aivm_style_vectors") {
                 let aivm_style_vectors = BASE64_STANDARD.decode(aivm_style_vectors)?;
                 let style_vectors = Cursor::new(&aivm_style_vectors);
                 let reader = npyz::NpyFile::new(style_vectors)?;
@@ -214,6 +214,7 @@ impl TTSModelHolder {
         )
     }
 
+    #[allow(clippy::type_complexity)]
     pub fn parse_text_neo(
         &mut self,
         text: String,
@@ -239,39 +240,43 @@ impl TTSModelHolder {
     }
     fn find_and_load_model<I: Into<TTSIdent>>(&mut self, ident: I) -> Result<bool> {
         let ident = ident.into();
-        let (bytes, style_vectors) = {
+        // Locate target model entry
-            let model = self
+        let target_index = self
             .models
             .iter()
-                .find(|m| m.ident == ident)
+            .position(|m| m.ident == ident)
             .ok_or(Error::ModelNotFoundError(ident.to_string()))?;
-            if model.vits2.is_some() {
+
+        // Already loaded
+        if self.models[target_index].vits2.is_some() {
             return Ok(true);
         }
-            (model.bytes.clone().unwrap(), model.style_vectors.clone())
+
-        };
+        // Get bytes to build a Session
-        self.unload(ident.clone());
+        let bytes = self.models[target_index]
-        let s = model::load_model(&bytes, false)?;
+            .bytes
+            .clone()
+            .ok_or(Error::ModelNotFoundError(ident.to_string()))?;
+
+        // Enforce max loaded models by evicting a different loaded model's session, not removing the entry
         if let Some(max) = self.max_loaded_models {
-            if self.models.iter().filter(|x| x.vits2.is_some()).count() >= max {
+            let loaded_count = self.models.iter().filter(|m| m.vits2.is_some()).count();
-                self.unload(self.models.first().unwrap().ident.clone());
+            if loaded_count >= max {
-            }
+                if let Some(evict_index) = self
-        }
-        self.models.push(TTSModel {
-            bytes: Some(bytes.to_vec()),
-            vits2: Some(s),
-            style_vectors,
-            ident: ident.clone(),
-        });
-        let model = self
                     .models
                     .iter()
-            .find(|m| m.ident == ident)
+                    .position(|m| m.vits2.is_some() && m.ident != ident)
-            .ok_or(Error::ModelNotFoundError(ident.to_string()))?;
+                {
-        if model.vits2.is_some() {
+                    // Drop only the session to free memory; keep bytes/style for future reload
-            return Ok(true);
+                    self.models[evict_index].vits2 = None;
                 }
-        Err(Error::ModelNotFoundError(ident.to_string()))
+            }
+        }
+
+        // Build and set session in-place for the target model
+        let s = model::load_model(&bytes, false)?;
+        self.models[target_index].vits2 = Some(s);
+        Ok(true)
     }
 
     /// Get style vector by style id and weight

crates/sbv2_core/src/tts_util.rs

@@ -173,8 +173,15 @@ pub fn parse_text_blocking(
 }
 
 pub fn array_to_vec(audio_array: Array3<f32>) -> Result<Vec<u8>> {
+    // If SBV2_FORCE_STEREO is set ("1"/"true"), duplicate mono to stereo
+    let force_stereo = std::env::var("SBV2_FORCE_STEREO")
+        .ok()
+        .map(|v| matches!(v.as_str(), "1" | "true" | "TRUE" | "True"))
+        .unwrap_or(false);
+
+    let channels: u16 = if force_stereo { 2 } else { 1 };
     let spec = WavSpec {
-        channels: 1,
+        channels,
         sample_rate: 44100,
         bits_per_sample: 32,
         sample_format: SampleFormat::Float,
@@ -183,10 +190,18 @@ pub fn array_to_vec(audio_array: Array3<f32>) -> Result<Vec<u8>> {
     let mut writer = WavWriter::new(&mut cursor, spec)?;
     for i in 0..audio_array.shape()[0] {
         let output = audio_array.slice(s![i, 0, ..]).to_vec();
+        if force_stereo {
+            for sample in output {
+                // Write to Left and Right channels
+                writer.write_sample(sample)?;
+                writer.write_sample(sample)?;
+            }
+        } else {
             for sample in output {
                 writer.write_sample(sample)?;
             }
         }
+    }
     writer.finalize()?;
     Ok(cursor.into_inner())
 }

crates/sbv2_wasm/README.md

@@ -1,2 +1,2 @@
 # StyleBertVITS2 wasm
-refer to https://github.com/tuna2134/sbv2-api
+refer to https://github.com/neodyland/sbv2-api

crates/sbv2_wasm/package.json

@@ -11,6 +11,7 @@
 	},
 	"keywords": [],
 	"author": "tuna2134",
+        "contributes": ["neodyland"],
 	"license": "MIT",
 	"devDependencies": {
 		"@biomejs/biome": "^1.9.4",

crates/sbv2_wasm/pnpm-lock.yaml

@@ -23,7 +23,7 @@ importers:
         version: 0.25.0
       typescript:
         specifier: ^5.7.3
-        version: 5.7.3
+        version: 5.8.3
 
 packages:
 
@@ -290,8 +290,8 @@ packages:
     resolution: {integrity: sha512-mRUWCc3KUU4w1jU8sGxICXH/gNS94DvI1gxqDvBzhj1JpcsimQkYiOJfwsPUykUI5ZaspFbSgmBLER8IrQ3tqw==}
     engines: {node: '>=12.0.0'}
 
-  typescript@5.7.3:
+  typescript@5.8.3:
-    resolution: {integrity: sha512-84MVSjMEHP+FQRPy3pX9sTVV/INIex71s9TL2Gm5FG/WG1SqXeKyZ0k7/blY/4FdOzI12CBy1vGc4og/eus0fw==}
+    resolution: {integrity: sha512-p1diW6TqL9L07nNxvRMM7hMMw4c5XOo/1ibL4aAIGmSAt9slTE1Xgw5KWuof2uTOvCg9BY7ZRi+GaF+7sfgPeQ==}
     engines: {node: '>=14.17'}
     hasBin: true
 
@@ -499,6 +499,6 @@ snapshots:
       '@types/node': 22.13.5
       long: 5.3.1
 
-  typescript@5.7.3: {}
+  typescript@5.8.3: {}
 
   undici-types@6.20.0: {}

scripts/convert/.python-version

@@ -0,0 +1 @@
+3.11

scripts/convert/requirements.txt

@@ -1,5 +1,6 @@
-style-bert-vits2
+git+https://github.com/neodyland/style-bert-vits2-ref
 onnxsim
 numpy<2
 zstandard
 onnxruntime
+cmake<4

scripts/docker/cpu.Dockerfile

@@ -2,8 +2,16 @@ FROM rust AS builder
 WORKDIR /work
 COPY . .
 RUN cargo build -r --bin sbv2_api
-FROM gcr.io/distroless/cc-debian12
+FROM ubuntu AS upx
 WORKDIR /work
+RUN apt update && apt-get install -y upx binutils
 COPY --from=builder /work/target/release/sbv2_api /work/main
 COPY --from=builder /work/target/release/*.so /work
+RUN upx --best --lzma /work/main
+RUN find /work -maxdepth 1 -name "*.so" -exec strip --strip-unneeded {} +
+RUN find /work -maxdepth 1 -name "*.so" -exec upx --best --lzma {} +
+FROM gcr.io/distroless/cc-debian12
+WORKDIR /work
+COPY --from=upx /work/main /work/main
+COPY --from=upx /work/*.so /work
 CMD ["/work/main"]

scripts/docker/cuda.Dockerfile

@@ -2,9 +2,16 @@ FROM rust AS builder
 WORKDIR /work
 COPY . .
 RUN cargo build -r --bin sbv2_api -F cuda,cuda_tf32
-FROM nvidia/cuda:12.3.2-cudnn9-runtime-ubuntu22.04
+FROM ubuntu AS upx
 WORKDIR /work
+RUN apt update && apt-get install -y upx binutils
 COPY --from=builder /work/target/release/sbv2_api /work/main
 COPY --from=builder /work/target/release/*.so /work
+RUN upx --best --lzma /work/main
+RUN find /work -maxdepth 1 -name "*.so" -exec strip --strip-unneeded {} +
+FROM nvidia/cuda:12.3.2-cudnn9-runtime-ubuntu22.04
+WORKDIR /work
+COPY --from=upx /work/main /work/main
+COPY --from=upx /work/*.so /work
 ENV LD_LIBRARY_PATH=$LD_LIBRARY_PATH:/work
 CMD ["/work/main"]

scripts/docker/run_cpu.sh

@@ -1,3 +1,3 @@
 docker run -it --rm -p 3000:3000 --name sbv2 \
 -v ./models:/work/models --env-file .env \
-ghcr.io/tuna2134/sbv2-api:cpu
+ghcr.io/neodyland/sbv2-api:cpu

scripts/docker/run_cuda.sh

@@ -1,4 +1,4 @@
 docker run -it --rm -p 3000:3000 --name sbv2 \
 -v ./models:/work/models --env-file .env \
 --gpus all \
-ghcr.io/tuna2134/sbv2-api:cuda
+ghcr.io/neodyland/sbv2-api:cuda