@@ -17,3 +17,7 @@ docs/MODEL_DEVELOPMENT_GUIDE.md
|
||||
|
||||
bak
|
||||
.gitignore
|
||||
|
||||
|
||||
demos
|
||||
benchmarks
|
||||
|
||||
+125
@@ -277,6 +277,9 @@ curl http://127.0.0.1:10100/chat/completions \
|
||||
}'
|
||||
```
|
||||
|
||||
> **Note:** For OpenAI-standard audio transcription with `multipart/form-data` file upload,
|
||||
> see the [Audio Transcriptions](#audio-transcriptions) endpoint.
|
||||
|
||||
**Streaming Response:**
|
||||
|
||||
```bash
|
||||
@@ -376,6 +379,128 @@ Returns audio data in base64 WAV format.
|
||||
|
||||
- `voxcpm`, `voxcpm1.5`
|
||||
|
||||
### Audio Transcriptions
|
||||
|
||||
Transcribe audio files to text (Automatic Speech Recognition).
|
||||
|
||||
This endpoint provides OpenAI-compatible audio transcription using `multipart/form-data` format.
|
||||
|
||||
#### Endpoints
|
||||
|
||||
```
|
||||
POST /audio/transcriptions
|
||||
POST /v1/audio/transcriptions
|
||||
```
|
||||
|
||||
Both endpoints use the same handler and return identical responses. The `/v1/audio/transcriptions` path follows OpenAI's standard API convention.
|
||||
|
||||
#### Request Body
|
||||
|
||||
| Parameter | Type | Required | Description |
|
||||
|-----------|------|----------|-------------|
|
||||
| `file` | file | Yes | The audio file to transcribe (wav, mp3, m4a, etc.) |
|
||||
| `model` | string | No | Model identifier (optional, ignored - uses loaded model) |
|
||||
| `language` | string | No | Language code (e.g., "zh", "en", "yue") |
|
||||
| `prompt` | string | No | Optional text to guide transcription (not implemented, ignored) |
|
||||
| `response_format` | string | No | Response format, only "json" or "text" supported (default: "json") |
|
||||
| `temperature` | number | No | Sampling temperature (0.0 to 1.0, default: 0.0) |
|
||||
|
||||
#### Supported Languages
|
||||
|
||||
| Code | Language | Code | Language |
|
||||
|------|----------|------|----------|
|
||||
| `zh` | Chinese | `en` | English |
|
||||
| `yue` | Cantonese | `ar` | Arabic |
|
||||
| `de` | German | `fr` | French |
|
||||
| `es` | Spanish | `pt` | Portuguese |
|
||||
| `id` | Indonesian | `it` | Italian |
|
||||
| `ko` | Korean | `ru` | Russian |
|
||||
| `th` | Thai | `vi` | Vietnamese |
|
||||
| `ja` | Japanese | `tr` | Turkish |
|
||||
| `hi` | Hindi | `ms` | Malay |
|
||||
| `nl` | Dutch | `sv` | Swedish |
|
||||
| `da` | Danish | `fi` | Finnish |
|
||||
| `pl` | Polish | `cs` | Czech |
|
||||
| `fil` | Filipino | `fa` | Persian |
|
||||
| `el` | Greek | `ro` | Romanian |
|
||||
| `hu` | Hungarian | `mk` | Macedonian |
|
||||
|
||||
#### Examples
|
||||
|
||||
**Basic transcription:**
|
||||
|
||||
```bash
|
||||
curl -X POST http://127.0.0.1:10100/audio/transcriptions \
|
||||
-H "Authorization: Bearer NO_NEED" \
|
||||
-F file="@./audio.wav" \
|
||||
-F model="qwen3asr-0.6b"
|
||||
```
|
||||
|
||||
**With language specification:**
|
||||
|
||||
```bash
|
||||
curl -X POST http://127.0.0.1:10100/v1/audio/transcriptions \
|
||||
-H "Authorization: Bearer NO_NEED" \
|
||||
-F file="@./chinese_audio.wav" \
|
||||
-F model="qwen3asr-0.6b" \
|
||||
-F language="zh"
|
||||
```
|
||||
|
||||
**With temperature:**
|
||||
|
||||
```bash
|
||||
curl -X POST http://127.0.0.1:10100/v1/audio/transcriptions \
|
||||
-H "Authorization: Bearer NO_NEED" \
|
||||
-F file="@./audio.wav" \
|
||||
-F model="qwen3asr-0.6b" \
|
||||
-F temperature="0.0"
|
||||
```
|
||||
|
||||
#### Response
|
||||
|
||||
**Success (HTTP 200):**
|
||||
|
||||
```json
|
||||
{
|
||||
"text": "Transcribed text from the audio file"
|
||||
}
|
||||
```
|
||||
|
||||
**Error (HTTP 400):**
|
||||
|
||||
```json
|
||||
{
|
||||
"error": {
|
||||
"message": "Audio file is required",
|
||||
"type": "invalid_request_error",
|
||||
"code": "missing_file"
|
||||
}
|
||||
}
|
||||
```
|
||||
|
||||
**Error (HTTP 503):**
|
||||
|
||||
```json
|
||||
{
|
||||
"error": {
|
||||
"message": "Model not initialized",
|
||||
"type": "service_unavailable",
|
||||
"code": "model_not_loaded"
|
||||
}
|
||||
}
|
||||
```
|
||||
|
||||
#### Supported Models
|
||||
|
||||
- `qwen3asr-0.6b`
|
||||
- `qwen3asr-1.7b`
|
||||
- `glm-asr-nano-2512`
|
||||
- `fun-asr-nano-2512`
|
||||
|
||||
#### File Upload Limit
|
||||
|
||||
Maximum audio file size: 100 MB
|
||||
|
||||
### Images Remove Background
|
||||
|
||||
Remove background from images.
|
||||
|
||||
@@ -277,6 +277,9 @@ curl http://127.0.0.1:10100/chat/completions \
|
||||
}'
|
||||
```
|
||||
|
||||
> **提示**:支持 OpenAI 标准的音频转录接口,使用 `multipart/form-data` 上传文件。
|
||||
> 详见 [语音转写](#语音转写) 章节。
|
||||
|
||||
**流式响应:**
|
||||
|
||||
```bash
|
||||
@@ -376,6 +379,128 @@ curl http://127.0.0.1:10100/audio/speech \
|
||||
|
||||
- `voxcpm`、`voxcpm1.5`
|
||||
|
||||
### 语音转写
|
||||
|
||||
将音频文件转录为文本(自动语音识别)。
|
||||
|
||||
此接口提供符合 OpenAI 标准的音频转录功能,使用 `multipart/form-data` 格式。
|
||||
|
||||
#### 端点
|
||||
|
||||
```
|
||||
POST /audio/transcriptions
|
||||
POST /v1/audio/transcriptions
|
||||
```
|
||||
|
||||
两个端点使用相同的处理函数并返回相同的响应。`/v1/audio/transcriptions` 路径遵循 OpenAI 的标准 API 约定。
|
||||
|
||||
#### 请求参数
|
||||
|
||||
| 参数 | 类型 | 必需 | 描述 |
|
||||
|------|------|------|------|
|
||||
| `file` | file | 是 | 要转录的音频文件 (wav, mp3, m4a 等) |
|
||||
| `model` | string | 否 | 模型标识符(可选,被忽略 - 使用已加载的模型) |
|
||||
| `language` | string | 否 | 语言代码(如 "zh"、"en"、"yue") |
|
||||
| `prompt` | string | 否 | 引导转录的可选文本(未实现,被忽略) |
|
||||
| `response_format` | string | 否 | 响应格式,仅支持 "json" 或 "text"(默认:"json") |
|
||||
| `temperature` | number | 否 | 采样温度 (0.0 到 1.0,默认:0.0) |
|
||||
|
||||
#### 支持的语言
|
||||
|
||||
| 代码 | 语言 | 代码 | 语言 |
|
||||
|------|------|------|------|
|
||||
| `zh` | 中文 | `en` | 英语 |
|
||||
| `yue` | 粤语 | `ar` | 阿拉伯语 |
|
||||
| `de` | 德语 | `fr` | 法语 |
|
||||
| `es` | 西班牙语 | `pt` | 葡萄牙语 |
|
||||
| `id` | 印尼语 | `it` | 意大利语 |
|
||||
| `ko` | 韩语 | `ru` | 俄语 |
|
||||
| `th` | 泰语 | `vi` | 越南语 |
|
||||
| `ja` | 日语 | `tr` | 土耳其语 |
|
||||
| `hi` | 印地语 | `ms` | 马来语 |
|
||||
| `nl` | 荷兰语 | `sv` | 瑞典语 |
|
||||
| `da` | 丹麦语 | `fi` | 芬兰语 |
|
||||
| `pl` | 波兰语 | `cs` | 捷克语 |
|
||||
| `fil` | 菲律宾语 | `fa` | 波斯语 |
|
||||
| `el` | 希腊语 | `ro` | 罗马尼亚语 |
|
||||
| `hu` | 匈牙利语 | `mk` | 马其顿语 |
|
||||
|
||||
#### 示例
|
||||
|
||||
**基本转录:**
|
||||
|
||||
```bash
|
||||
curl -X POST http://127.0.0.1:10100/audio/transcriptions \
|
||||
-H "Authorization: Bearer NO_NEED" \
|
||||
-F file="@./audio.wav" \
|
||||
-F model="qwen3asr-0.6b"
|
||||
```
|
||||
|
||||
**指定语言:**
|
||||
|
||||
```bash
|
||||
curl -X POST http://127.0.0.1:10100/v1/audio/transcriptions \
|
||||
-H "Authorization: Bearer NO_NEED" \
|
||||
-F file="@./chinese_audio.wav" \
|
||||
-F model="qwen3asr-0.6b" \
|
||||
-F language="zh"
|
||||
```
|
||||
|
||||
**设置温度参数:**
|
||||
|
||||
```bash
|
||||
curl -X POST http://127.0.0.1:10100/v1/audio/transcriptions \
|
||||
-H "Authorization: Bearer NO_NEED" \
|
||||
-F file="@./audio.wav" \
|
||||
-F model="qwen3asr-0.6b" \
|
||||
-F temperature="0.0"
|
||||
```
|
||||
|
||||
#### 响应
|
||||
|
||||
**成功 (HTTP 200):**
|
||||
|
||||
```json
|
||||
{
|
||||
"text": "从音频文件转录的文本"
|
||||
}
|
||||
```
|
||||
|
||||
**错误 (HTTP 400):**
|
||||
|
||||
```json
|
||||
{
|
||||
"error": {
|
||||
"message": "Audio file is required",
|
||||
"type": "invalid_request_error",
|
||||
"code": "missing_file"
|
||||
}
|
||||
}
|
||||
```
|
||||
|
||||
**错误 (HTTP 503):**
|
||||
|
||||
```json
|
||||
{
|
||||
"error": {
|
||||
"message": "Model not initialized",
|
||||
"type": "service_unavailable",
|
||||
"code": "model_not_loaded"
|
||||
}
|
||||
}
|
||||
```
|
||||
|
||||
#### 支持的模型
|
||||
|
||||
- `qwen3asr-0.6b`
|
||||
- `qwen3asr-1.7b`
|
||||
- `glm-asr-nano-2512`
|
||||
- `fun-asr-nano-2512`
|
||||
|
||||
#### 文件上传限制
|
||||
|
||||
最大音频文件大小:100 MB
|
||||
|
||||
### 图像背景移除
|
||||
|
||||
从图像中移除背景。
|
||||
|
||||
+24
-2
@@ -185,6 +185,18 @@ fn get_default_weight_path(model: WhichModel) -> String {
|
||||
format!("{}/{}", save_dir, model_id)
|
||||
}
|
||||
|
||||
/// Check if a model is downloaded by verifying the model directory exists
|
||||
/// Returns true if ~/.aha/{model_id} directory exists, false otherwise
|
||||
fn is_model_downloaded(model: WhichModel) -> bool {
|
||||
let model_id = model.model_id();
|
||||
let save_dir = match get_default_save_dir() {
|
||||
Some(dir) => dir,
|
||||
None => return false,
|
||||
};
|
||||
let model_path = format!("{}/{}", save_dir, model_id);
|
||||
std::path::Path::new(&model_path).exists()
|
||||
}
|
||||
|
||||
/// Model information for JSON output
|
||||
#[derive(Serialize)]
|
||||
struct ModelInfo {
|
||||
@@ -192,6 +204,7 @@ struct ModelInfo {
|
||||
model_id: String,
|
||||
#[serde(rename = "type")]
|
||||
model_type: String,
|
||||
downloaded: bool,
|
||||
}
|
||||
|
||||
/// List all supported models
|
||||
@@ -232,6 +245,7 @@ fn run_list(args: ListArgs) -> anyhow::Result<()> {
|
||||
name: possible_value.get_name().to_string(),
|
||||
model_id: model.model_id().to_string(),
|
||||
model_type: model.model_type().to_string(),
|
||||
downloaded: is_model_downloaded(*model),
|
||||
}
|
||||
})
|
||||
.collect();
|
||||
@@ -240,13 +254,21 @@ fn run_list(args: ListArgs) -> anyhow::Result<()> {
|
||||
// Table output (default)
|
||||
println!("Available models:");
|
||||
println!();
|
||||
println!("{:<30} ModelScope ID", "Model Name");
|
||||
println!(
|
||||
"{:<30} {:<40} {:<10}",
|
||||
"Model Name", "ModelScope ID", "Download"
|
||||
);
|
||||
println!("{}", "-".repeat(80));
|
||||
for model in models {
|
||||
let possible_value = model.to_possible_value().unwrap();
|
||||
let name = possible_value.get_name();
|
||||
let id = model.model_id();
|
||||
println!("{:<30} {}", name, id);
|
||||
let download_status = if is_model_downloaded(model) {
|
||||
" ✔"
|
||||
} else {
|
||||
""
|
||||
};
|
||||
println!("{:<30} {:<40} {:<10}", name, id, download_status);
|
||||
}
|
||||
}
|
||||
|
||||
|
||||
Reference in New Issue
Block a user