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+checksum = "1e38bc4d79ed67fd075bcc251a1c39b32a1776bbe92e5bef1f0bf1f8c531853b"
+dependencies = [
+ "windows-targets 0.52.6",
+]
+
+[[package]]
+name = "windows-targets"
+version = "0.48.5"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "9a2fa6e2155d7247be68c096456083145c183cbbbc2764150dda45a87197940c"
+dependencies = [
+ "windows_aarch64_gnullvm 0.48.5",
+ "windows_aarch64_msvc 0.48.5",
+ "windows_i686_gnu 0.48.5",
+ "windows_i686_msvc 0.48.5",
+ "windows_x86_64_gnu 0.48.5",
+ "windows_x86_64_gnullvm 0.48.5",
+ "windows_x86_64_msvc 0.48.5",
+]
+
+[[package]]
+name = "windows-targets"
+version = "0.52.6"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "9b724f72796e036ab90c1021d4780d4d3d648aca59e491e6b98e725b84e99973"
+dependencies = [
+ "windows_aarch64_gnullvm 0.52.6",
+ "windows_aarch64_msvc 0.52.6",
+ "windows_i686_gnu 0.52.6",
+ "windows_i686_gnullvm",
+ "windows_i686_msvc 0.52.6",
+ "windows_x86_64_gnu 0.52.6",
+ "windows_x86_64_gnullvm 0.52.6",
+ "windows_x86_64_msvc 0.52.6",
+]
+
+[[package]]
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+
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+
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+
+[[package]]
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+
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+
+[[package]]
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+
+[[package]]
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+
+[[package]]
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+checksum = "524e57b2c537c0f9b1e69f1965311ec12182b4122e45035b1508cd24d2adadb1"
+dependencies = [
+ "cfg-if",
+ "windows-sys 0.48.0",
+]
+
+[[package]]
+name = "xattr"
+version = "1.3.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "8da84f1a25939b27f6820d92aed108f83ff920fdf11a7b19366c27c4cda81d4f"
+dependencies = [
+ "libc",
+ "linux-raw-sys",
+ "rustix",
+]
+
+[[package]]
+name = "zerocopy"
+version = "0.7.35"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "1b9b4fd18abc82b8136838da5d50bae7bdea537c574d8dc1a34ed098d6c166f0"
+dependencies = [
+ "byteorder",
+ "zerocopy-derive",
+]
+
+[[package]]
+name = "zerocopy-derive"
+version = "0.7.35"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "fa4f8080344d4671fb4e831a13ad1e68092748387dfc4f55e356242fae12ce3e"
+dependencies = [
+ "proc-macro2",
+ "quote",
+ "syn",
+]
+
+[[package]]
+name = "zeroize"
+version = "1.8.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "ced3678a2879b30306d323f4542626697a464a97c0a07c9aebf7ebca65cd4dde"
+
+[[package]]
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+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "760394e246e4c28189f19d488c058bf16f564016aefac5d32bb1f3b51d5e9261"
+dependencies = [
+ "aes",
+ "byteorder",
+ "bzip2",
+ "constant_time_eq",
+ "crc32fast",
+ "crossbeam-utils",
+ "flate2",
+ "hmac",
+ "pbkdf2",
+ "sha1",
+ "time",
+ "zstd",
+]
+
+[[package]]
+name = "zstd"
+version = "0.11.2+zstd.1.5.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "20cc960326ece64f010d2d2107537f26dc589a6573a316bd5b1dba685fa5fde4"
+dependencies = [
+ "zstd-safe",
+]
+
+[[package]]
+name = "zstd-safe"
+version = "5.0.2+zstd.1.5.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "1d2a5585e04f9eea4b2a3d1eca508c4dee9592a89ef6f450c11719da0726f4db"
+dependencies = [
+ "libc",
+ "zstd-sys",
+]
+
+[[package]]
+name = "zstd-sys"
+version = "2.0.13+zstd.1.5.6"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "38ff0f21cfee8f97d94cef41359e0c89aa6113028ab0291aa8ca0038995a95aa"
+dependencies = [
+ "cc",
+ "pkg-config",
+]
diff --git a/Cargo.toml b/Cargo.toml
new file mode 100644
index 0000000..48016d3
--- /dev/null
+++ b/Cargo.toml
@@ -0,0 +1,23 @@
+[package]
+name = "gpt_sovits_plugin"
+version = "0.1.0"
+edition = "2021"
+
+[lib]
+crate-type = ["cdylib"]
+
+[dependencies]
+wasmedge_plugin_sdk = { version = "0.3", git = "https://github.com/second-state/wasmedge_plugin_rust_sdk" }
+anyhow = "1.0.87"
+tokenizers = { version = "0.20.0", features = ["http"] }
+tch = { version = "0.17.0" }
+pinyin = "0.10.0"
+wav_io = "0.1.14"
+serde_json = "1.0"
+serde = { version = "1.0", features = ["derive"] }
+
+[features]
+standalone = ["wasmedge_plugin_sdk/standalone"]
+
+[workspace]
+members = ["gpt_sovits_wasm"]
diff --git a/QuickStart.md b/QuickStart.md
new file mode 100644
index 0000000..9db6356
--- /dev/null
+++ b/QuickStart.md
@@ -0,0 +1,28 @@
+Step 1: Install Torch 2.4
+
+Step 2: Build plugin & Wasm
+
+```bash
+cd gpt_sovits_plugin
+
+export LIBTORCH=/home/csh/torch_2.4/libtorch
+cargo build --release
+
+cd gpt_sovits_wasm
+cargo build --target wasm32-wasi --release
+
+cd ..
+mkdir plugins
+cp target/release/libgpt_sovits_plugin.so plugins
+
+export WASMEDGE_PLUGIN_PATH=plugins
+export LD_LIBRARY_PATH=~/torch_2.4/libtorch/lib
+```
+
+Step 3: Download resource.zip and unzip
+
+Step 4: Run
+```bash
+# run
+wasmedge --dir=".:." target/wasm32-wasi/debug/gpt_sovits_wasm.wasm '这是一段语音示例'
+```
\ No newline at end of file
diff --git a/config.json b/config.json
new file mode 100644
index 0000000..c364864
--- /dev/null
+++ b/config.json
@@ -0,0 +1,9 @@
+{
+    "bert_model_path": "resource/bert_model.pt",
+    "ssl_model_path": "resource/ssl_model.pt",
+    "gpt_sovits_path": "resource/gpt_sovits_model.pt",
+    "tokenizer_path": "resource/tokenizer.json",
+    "symbols_path": "resource/symbols_v2.json",
+    "ref_audio_path": "resource/chen1_ref.wav",
+    "ref_text": "声音,是有温度的.夜晚的声音,会发光."
+}
\ No newline at end of file
diff --git a/gpt_sovits_wasm/Cargo.toml b/gpt_sovits_wasm/Cargo.toml
new file mode 100644
index 0000000..a033b46
--- /dev/null
+++ b/gpt_sovits_wasm/Cargo.toml
@@ -0,0 +1,6 @@
+[package]
+name = "gpt_sovits_wasm"
+version = "0.1.0"
+edition = "2021"
+
+[dependencies]
diff --git a/gpt_sovits_wasm/src/main.rs b/gpt_sovits_wasm/src/main.rs
new file mode 100644
index 0000000..fa738ed
--- /dev/null
+++ b/gpt_sovits_wasm/src/main.rs
@@ -0,0 +1,38 @@
+mod gpt_sovits {
+    mod ffi {
+        #[link(wasm_import_module = "gpt_sovits")]
+        extern "C" {
+            pub fn infer(text_ptr: *const u8, text_len: usize) -> i32;
+            pub fn get_output(output_buf: *mut u8, output_len: usize) -> i32;
+        }
+    }
+
+    pub fn infer(text: &str) -> Result<Vec<u8>, &'static str> {
+        unsafe {
+            let i = ffi::infer(text.as_ptr(), text.len());
+            match i {
+                -1 => Err("infer error"),
+                -2 => Err("runtime error"),
+                _ => {
+                    let mut buf = vec![0u8; i as usize];
+                    let o = ffi::get_output(buf.as_mut_ptr(), i as usize);
+                    match o {
+                        -2 => Err("runtime error"),
+                        _ => Ok(buf),
+                    }
+                }
+            }
+        }
+    }
+}
+fn main() {
+    let text = std::env::args().nth(1).unwrap();
+    println!("infer {text} -> out.wav");
+    match gpt_sovits::infer(&text) {
+        Ok(buf) => {
+            std::fs::write("out.wav", buf).unwrap();
+            println!("done");
+        }
+        Err(e) => eprintln!("error: {e}"),
+    }
+}
diff --git a/src/lib.rs b/src/lib.rs
new file mode 100644
index 0000000..930af52
--- /dev/null
+++ b/src/lib.rs
@@ -0,0 +1,120 @@
+use wasmedge_plugin_sdk::{
+    error::{CoreError, CoreExecutionError},
+    memory::{Memory, WasmPtr},
+    module::{PluginModule, SyncInstanceRef},
+    types::{ValType, WasmVal},
+};
+
+mod tts;
+
+pub struct HostData(anyhow::Result<tts::GPTSovitsRuntime>);
+
+fn infer<'a>(
+    _inst_ref: &'a mut SyncInstanceRef,
+    mem: &'a mut Memory,
+    data: &'a mut HostData,
+    args: Vec<WasmVal>,
+) -> Result<Vec<WasmVal>, CoreError> {
+    if let Some([WasmVal::I32(text_ptr), WasmVal::I32(text_len)]) = args.get(0..2) {
+        match &mut data.0 {
+            Ok(runtime) => {
+                let text_ptr = *text_ptr as usize;
+                let text_len = *text_len as usize;
+                if let Some(text) = mem.get_slice(WasmPtr::<u8>::from(text_ptr), text_len) {
+                    if let Ok(text) = std::str::from_utf8(text) {
+                        match tch::no_grad(|| runtime.infer(text)) {
+                            Ok(wav) => {
+                                let len = wav.len();
+                                runtime.output_wav = wav;
+                                Ok(vec![WasmVal::I32(len as i32)])
+                            }
+                            Err(e) => {
+                                eprintln!("infer error: {:?}", e);
+                                Ok(vec![WasmVal::I32(-1)])
+                            }
+                        }
+                    } else {
+                        Ok(vec![WasmVal::I32(-1)])
+                    }
+                } else {
+                    Err(CoreError::Execution(CoreExecutionError::MemoryOutOfBounds))
+                }
+            }
+            Err(_) => Ok(vec![WasmVal::I32(-2)]),
+        }
+    } else {
+        Err(CoreError::Execution(CoreExecutionError::FuncTypeMismatch))
+    }
+}
+
+fn get_output(
+    _inst_ref: &mut SyncInstanceRef,
+    mem: &mut Memory,
+    data: &mut HostData,
+    args: Vec<WasmVal>,
+) -> Result<Vec<WasmVal>, CoreError> {
+    if let Some([WasmVal::I32(data_ptr), WasmVal::I32(len)]) = args.get(0..2) {
+        match &mut data.0 {
+            Ok(runtime) => {
+                let data_ptr = *data_ptr as usize;
+                let len = *len as usize;
+                if let Some(output_buff) = mem.mut_slice(WasmPtr::from(data_ptr), len) {
+                    output_buff.copy_from_slice(&runtime.output_wav);
+                    Ok(vec![WasmVal::I32(0)])
+                } else {
+                    Err(CoreError::Execution(CoreExecutionError::MemoryOutOfBounds))
+                }
+            }
+            Err(_) => Ok(vec![WasmVal::I32(-2)]),
+        }
+    } else {
+        Err(CoreError::Execution(CoreExecutionError::FuncTypeMismatch))
+    }
+}
+
+fn is_ok<'a>(
+    _inst_ref: &'a mut SyncInstanceRef,
+    _main_memory: &'a mut Memory,
+    data: &'a mut HostData,
+    _args: Vec<WasmVal>,
+) -> Result<Vec<WasmVal>, CoreError> {
+    match data.0 {
+        Ok(_) => Ok(vec![WasmVal::I32(1)]),
+        Err(_) => Ok(vec![WasmVal::I32(0)]),
+    }
+}
+
+pub fn create_module() -> PluginModule<HostData> {
+    let runtime = tts::GPTSovitsRuntime::new_by_env();
+
+    let mut module = PluginModule::create("gpt_sovits", HostData(runtime)).unwrap();
+
+    module
+        .add_func(
+            "infer",
+            (vec![ValType::I32, ValType::I32], vec![ValType::I32]),
+            infer,
+        )
+        .unwrap();
+    module
+        .add_func(
+            "get_output",
+            (vec![ValType::I32, ValType::I32], vec![ValType::I32]),
+            get_output,
+        )
+        .unwrap();
+    module
+        .add_func("is_ok", (vec![], vec![ValType::I32]), is_ok)
+        .unwrap();
+
+    module
+}
+
+wasmedge_plugin_sdk::plugin::register_plugin!(
+    plugin_name="gpt_sovits",
+    plugin_description="a tts plugin based on gpt-sovits",
+    version=(0,0,0,1),
+    modules=[
+        {"gpt_sovits","a tts plugin based on gpt-sovits",create_module}
+    ]
+);
diff --git a/src/tts.rs b/src/tts.rs
new file mode 100644
index 0000000..b68c04d
--- /dev/null
+++ b/src/tts.rs
@@ -0,0 +1,264 @@
+use std::collections::HashMap;
+
+use tch::{IValue, Tensor};
+use tokenizers::Tokenizer;
+
+#[derive(Debug, serde::Deserialize)]
+pub struct Config {
+    pub bert_model_path: String,
+    pub ssl_model_path: String,
+    pub gpt_sovits_path: String,
+    pub tokenizer_path: String,
+    pub symbols_path: String,
+
+    pub ref_audio_path: String,
+    pub ref_text: String,
+}
+
+fn split_zh_ph(ph: &str) -> (&str, &str) {
+    if ph.starts_with("zh") || ph.starts_with("ch") || ph.starts_with("sh") {
+        ph.split_at(2)
+    } else {
+        ph.split_at(1)
+    }
+}
+
+fn phones(symbels: &HashMap<String, i64>, text: &str, device: tch::Device) -> (Tensor, Tensor) {
+    use pinyin::ToPinyin;
+
+    let mut word2ph = Vec::new();
+
+    let mut sequence = Vec::new();
+
+    for c in text.chars() {
+        if let Some(p) = c.to_pinyin() {
+            let (y, s) = split_zh_ph(p.with_tone_num_end());
+            sequence.push(symbels.get(y).map(|id| *id).unwrap_or(0));
+            sequence.push(symbels.get(s).map(|id| *id).unwrap_or(0));
+            word2ph.push(2);
+        } else {
+            let s = c.to_string();
+            sequence.push(symbels.get(&s).map(|id| *id).unwrap_or(0));
+            word2ph.push(1);
+        }
+    }
+
+    let word2ph = Tensor::from_slice(&word2ph);
+    let t = Tensor::from_slice(&sequence).to_device(device);
+    (t.unsqueeze(0), word2ph)
+}
+
+pub struct GPTSovitsRuntime {
+    tokenizer: Tokenizer,
+    symbels: HashMap<String, i64>,
+    device: tch::Device,
+    bert: tch::CModule,
+    gpt_sovits: tch::CModule,
+    ref_data: RefData,
+    pub output_wav: Vec<u8>,
+}
+
+pub struct RefData {
+    ssl_content: Tensor,
+    ref_audio_sr: Tensor,
+
+    ref_seq: Tensor,
+    ref_bert: Tensor,
+}
+
+fn resample(
+    ssl: &tch::CModule,
+    ref_audio: &IValue,
+    src_sr: u32,
+    target_sr: u32,
+) -> anyhow::Result<Tensor> {
+    let ref_audio_new = ssl.method_is(
+        "resample",
+        &[
+            ref_audio,
+            &IValue::Int(src_sr as i64),
+            &IValue::Int(target_sr as i64),
+        ],
+    )?;
+    let ref_audio_16k = match ref_audio_new {
+        IValue::Tensor(ref_audio_16k) => ref_audio_16k,
+        _ => unreachable!(),
+    };
+    Ok(ref_audio_16k)
+}
+
+fn get_ref_data(
+    ref_text: &str,
+    ref_audio: Tensor,
+    ref_audio_sr: u32,
+    tokenizer: &Tokenizer,
+    symbels: &HashMap<String, i64>,
+    ssl: &tch::CModule,
+    bert: &tch::CModule,
+    device: tch::Device,
+) -> anyhow::Result<RefData> {
+    let ref_audio = IValue::Tensor(ref_audio);
+
+    let (ref_text_ids, ref_text_mask, ref_text_token_type_ids) =
+        encode_text(ref_text, &tokenizer, device)?;
+    let (ref_seq, ref_text_word2ph) = phones(&symbels, ref_text, device);
+
+    let ref_bert = bert.forward_ts(&[
+        ref_text_ids,
+        ref_text_mask,
+        ref_text_token_type_ids,
+        ref_text_word2ph,
+    ])?;
+
+    let ref_audio_16k = resample(ssl, &ref_audio, ref_audio_sr, 16000)?;
+    let ref_audio_sr = resample(ssl, &ref_audio, ref_audio_sr, 32000)?;
+
+    let ssl_content = ssl.forward_ts(&[&ref_audio_16k])?;
+
+    Ok(RefData {
+        ssl_content,
+        ref_audio_sr,
+        ref_seq,
+        ref_bert,
+    })
+}
+
+impl GPTSovitsRuntime {
+    pub fn new_by_env() -> anyhow::Result<Self> {
+        let config_path = std::env::var("GPT_SOVITS_CONFIG_PATH")?;
+        let config = std::fs::read_to_string(config_path)?;
+        let config: Config = serde_json::from_str(&config)?;
+        Self::new(&config)
+    }
+
+    pub fn new(config: &Config) -> anyhow::Result<Self> {
+        tch::no_grad(|| Self::new_(config))
+    }
+
+    fn new_(config: &Config) -> anyhow::Result<Self> {
+        let tokenizer =
+            Tokenizer::from_file(&config.tokenizer_path).map_err(|e| anyhow::anyhow!("{e:?}"))?;
+        let symbels = load_symbel(&config.symbols_path)?;
+        let device = tch::Device::cuda_if_available();
+        let (bert, ssl, gpt_sovits) = load_model(config, device)?;
+
+        let (load_ref_audio, ref_audio_sr) = load_ref_audio(&config.ref_audio_path, device)?;
+
+        let ref_data = get_ref_data(
+            &config.ref_text,
+            load_ref_audio,
+            ref_audio_sr,
+            &tokenizer,
+            &symbels,
+            &ssl,
+            &bert,
+            device,
+        )?;
+
+        Ok(Self {
+            tokenizer,
+            symbels,
+            device,
+            bert,
+            gpt_sovits,
+            ref_data,
+            output_wav: Vec::new(),
+        })
+    }
+
+    pub fn infer(&self, text: &str) -> anyhow::Result<Vec<u8>> {
+        let (text_ids, text_mask, text_token_type_ids) =
+            encode_text(text, &self.tokenizer, self.device)?;
+
+        let (text_seq, text_word2ph) = phones(&self.symbels, text, self.device);
+
+        let text_bert =
+            self.bert
+                .forward_ts(&[text_ids, text_mask, text_token_type_ids, text_word2ph])?;
+
+        let audio = self.gpt_sovits.forward_ts(&[
+            &self.ref_data.ssl_content,
+            &self.ref_data.ref_audio_sr,
+            &self.ref_data.ref_seq,
+            &text_seq,
+            &self.ref_data.ref_bert,
+            &text_bert,
+        ])?;
+
+        let audio_size = audio.size1()? as usize;
+        let mut samples = vec![0f32; audio_size];
+        audio.f_copy_data(&mut samples, audio_size)?;
+        let header = wav_io::new_header(32000, 16, false, true);
+        let out_put = wav_io::write_to_bytes(&header, &samples)
+            .map_err(|e| anyhow::anyhow!("write wav error: {e}"))?;
+
+        Ok(out_put)
+    }
+}
+
+fn load_symbel(path: &str) -> anyhow::Result<HashMap<String, i64>> {
+    let f = std::fs::File::open(path)?;
+    Ok(serde_json::from_reader(f)?)
+}
+
+fn encode_text(
+    text: &str,
+    tokenizer: &Tokenizer,
+    device: tch::Device,
+) -> anyhow::Result<(Tensor, Tensor, Tensor)> {
+    let encoding = tokenizer
+        .encode(text, true)
+        .map_err(|e| anyhow::anyhow!("{e:?}"))?;
+
+    let ids = encoding
+        .get_ids()
+        .into_iter()
+        .map(|x| (*x) as i64)
+        .collect::<Vec<i64>>();
+    let text_ids = Tensor::from_slice(&ids);
+    let text_ids = text_ids.unsqueeze(0).to_device(device);
+
+    let mask = encoding
+        .get_attention_mask()
+        .into_iter()
+        .map(|x| (*x) as i64)
+        .collect::<Vec<i64>>();
+    let text_mask = Tensor::from_slice(&mask);
+    let text_mask = text_mask.unsqueeze(0).to_device(device);
+
+    let token_type_ids = encoding
+        .get_type_ids()
+        .into_iter()
+        .map(|x| (*x) as i64)
+        .collect::<Vec<i64>>();
+    let text_token_type_ids = Tensor::from_slice(&token_type_ids);
+    let text_token_type_ids = text_token_type_ids.unsqueeze(0).to_device(device);
+    Ok((text_ids, text_mask, text_token_type_ids))
+}
+
+fn load_model(
+    config: &Config,
+    device: tch::Device,
+) -> anyhow::Result<(tch::CModule, tch::CModule, tch::CModule)> {
+    let mut bert = tch::CModule::load_on_device(&config.bert_model_path, device)
+        .map_err(|e| anyhow::anyhow!("load bert_model error: {}", e))?;
+    bert.set_eval();
+
+    let mut ssl = tch::CModule::load_on_device(&config.ssl_model_path, device)
+        .map_err(|e| anyhow::anyhow!("load ssl_model error: {}", e))?;
+    ssl.set_eval();
+
+    let mut gpt_sovits = tch::CModule::load_on_device(&config.gpt_sovits_path, device)
+        .map_err(|e| anyhow::anyhow!("load vits_model error: {}", e))?;
+    gpt_sovits.set_eval();
+
+    Ok((bert, ssl, gpt_sovits))
+}
+
+pub fn load_ref_audio(ref_audio_path: &str, device: tch::Device) -> anyhow::Result<(Tensor, u32)> {
+    let ref_audio_file = std::fs::File::open(ref_audio_path)?;
+    let (head, samples) =
+        wav_io::read_from_file(ref_audio_file).map_err(|e| anyhow::anyhow!("{e}"))?;
+    let t = Tensor::from_slice(&samples).to_device(device);
+    Ok((t.unsqueeze(0), head.sample_rate))
+}