diff --git a/src/main/speech/speech-model-catalog.ts b/src/main/speech/speech-model-catalog.ts
index 40e0ebe..9c00a5f 100644
--- a/src/main/speech/speech-model-catalog.ts
+++ b/src/main/speech/speech-model-catalog.ts
@@ -18,6 +18,9 @@ export const SPEECH_MODEL_CATALOG: readonly SpeechModelCatalogEntry[] =
       languages: ['中文', '粤语', '英语', '日语', '韩语'],
       family: 'sensevoice',
       quantization: 'int8',
+      quality: 'high',
+      speed: 'fast',
+      recommended: true,
       repositoryUrl:
         'https://modelscope.cn/models/pengzhendong/' +
         'sherpa-onnx-sense-voice-zh-en-ja-ko-yue',
@@ -67,6 +70,9 @@ export const SPEECH_MODEL_CATALOG: readonly SpeechModelCatalogEntry[] =
       languages: ['中文', '英语', '多语言'],
       family: 'whisper',
       quantization: 'int8',
+      quality: 'basic',
+      speed: 'fast',
+      recommended: false,
       repositoryUrl:
         'https://modelscope.cn/models/pengzhendong/' +
         'sherpa-onnx-whisper-tiny',
@@ -121,6 +127,246 @@ export const SPEECH_MODEL_CATALOG: readonly SpeechModelCatalogEntry[] =
           }
         }
       ]
+    },
+    {
+      id: 'paraformer-bilingual-zh-en-int8',
+      displayName: 'Paraformer 中英双语 INT8',
+      description:
+        '面向普通话与英语的快速离线识别，适合以中文为主并夹杂英文的本地听写。',
+      languages: ['中文', '英语'],
+      family: 'paraformer',
+      quantization: 'int8',
+      quality: 'high',
+      speed: 'fast',
+      recommended: true,
+      repositoryUrl:
+        'https://huggingface.co/csukuangfj/' +
+        'sherpa-onnx-paraformer-bilingual-zh-en',
+      license: {
+        name: 'MIT License',
+        notice:
+          '转换仓库声明 MIT License；模型源自 FunASR Paraformer，使用前请同时阅读仓库说明。',
+        url:
+          'https://huggingface.co/csukuangfj/' +
+          'sherpa-onnx-paraformer-bilingual-zh-en/blob/' +
+          '4b891f7b5c73d874e607797a4b0578fd4c35dd4b/README.md'
+      },
+      manualOnly: false,
+      files: [
+        {
+          name: 'model.int8.onnx',
+          role: 'model',
+          download: {
+            url:
+              'https://huggingface.co/csukuangfj/' +
+              'sherpa-onnx-paraformer-bilingual-zh-en/resolve/' +
+              '4b891f7b5c73d874e607797a4b0578fd4c35dd4b/' +
+              'model.int8.onnx',
+            size: 223_385_835,
+            sha256:
+              '9ada9127ca5b82320385ac12340eb8b05dee64fd45cf8cf593ec693826ec2fd7'
+          }
+        },
+        {
+          name: 'tokens.txt',
+          role: 'tokens',
+          download: {
+            url:
+              'https://huggingface.co/csukuangfj/' +
+              'sherpa-onnx-paraformer-bilingual-zh-en/resolve/' +
+              '4b891f7b5c73d874e607797a4b0578fd4c35dd4b/' +
+              'tokens.txt',
+            size: 75_756,
+            sha256:
+              '59aba8873a2ed1e122c25fee421e25f283b63290efbde85c1f01a853d83cb6e6'
+          }
+        }
+      ]
+    },
+    {
+      id: 'paraformer-trilingual-zh-yue-en-int8',
+      displayName: 'Paraformer 中粤英三语 INT8',
+      description:
+        '支持普通话、粤语和英语的离线识别，适合多语混合及粤语输入。',
+      languages: ['中文', '粤语', '英语'],
+      family: 'paraformer',
+      quantization: 'int8',
+      quality: 'high',
+      speed: 'balanced',
+      recommended: false,
+      repositoryUrl:
+        'https://huggingface.co/csukuangfj/' +
+        'sherpa-onnx-paraformer-trilingual-zh-cantonese-en',
+      license: {
+        name: 'Apache License 2.0',
+        notice:
+          '转换模型来自 ModelScope SeACo-Paraformer 中粤英模型；上游仓库声明 Apache License 2.0。',
+        url:
+          'https://modelscope.cn/models/dengcunqin/' +
+          'speech_seaco_paraformer_large_asr_nat-zh-cantonese-en-' +
+          '16k-common-vocab11666-pytorch'
+      },
+      manualOnly: false,
+      files: [
+        {
+          name: 'model.int8.onnx',
+          role: 'model',
+          download: {
+            url:
+              'https://huggingface.co/csukuangfj/' +
+              'sherpa-onnx-paraformer-trilingual-zh-cantonese-en/' +
+              'resolve/8d90151338178bb433354c9fb677bd3acb8023cd/' +
+              'model.int8.onnx',
+            size: 244_684_152,
+            sha256:
+              'eb3cdd288f535cf73258f491cdd7d68ad5a00aee135c0bba4c0884ea8d926144'
+          }
+        },
+        {
+          name: 'tokens.txt',
+          role: 'tokens',
+          download: {
+            url:
+              'https://huggingface.co/csukuangfj/' +
+              'sherpa-onnx-paraformer-trilingual-zh-cantonese-en/' +
+              'resolve/8d90151338178bb433354c9fb677bd3acb8023cd/' +
+              'tokens.txt',
+            size: 118_931,
+            sha256:
+              '8e4593d7a2eb2404ff82976b5494265e9a06283ca4d5e8605bf7b4fed557a492'
+          }
+        }
+      ]
+    },
+    {
+      id: 'whisper-small-multilingual-int8',
+      displayName: 'Whisper Small（多语言）INT8',
+      description:
+        '多语言均衡模型，识别质量明显高于 Tiny，适合常规多语言听写。',
+      languages: ['中文', '英语', '多语言'],
+      family: 'whisper',
+      quantization: 'int8',
+      quality: 'balanced',
+      speed: 'balanced',
+      recommended: false,
+      repositoryUrl:
+        'https://huggingface.co/csukuangfj/sherpa-onnx-whisper-small',
+      license: {
+        name: 'MIT License',
+        notice:
+          'Whisper 模型由 OpenAI 以 MIT License 发布；转换后的文件应同时遵守上游仓库随附说明。',
+        url: 'https://github.com/openai/whisper/blob/main/LICENSE'
+      },
+      manualOnly: false,
+      files: [
+        {
+          name: 'small-encoder.int8.onnx',
+          role: 'encoder',
+          download: {
+            url:
+              'https://huggingface.co/csukuangfj/' +
+              'sherpa-onnx-whisper-small/resolve/' +
+              '8f3c18b358db4d1f2fc1eae49d75cd20989e4309/' +
+              'small-encoder.int8.onnx',
+            size: 112_442_483,
+            sha256:
+              '4cbe7b22fa9026b843b60a68640c747de05bafb1a11b57edc0e66c232d9f33a9'
+          }
+        },
+        {
+          name: 'small-decoder.int8.onnx',
+          role: 'decoder',
+          download: {
+            url:
+              'https://huggingface.co/csukuangfj/' +
+              'sherpa-onnx-whisper-small/resolve/' +
+              '8f3c18b358db4d1f2fc1eae49d75cd20989e4309/' +
+              'small-decoder.int8.onnx',
+            size: 262_226_114,
+            sha256:
+              'acad50b5c782696e91b55914cc5ab4f756f1532f76e22aa6fc615f39fb69a8ee'
+          }
+        },
+        {
+          name: 'small-tokens.txt',
+          role: 'tokens',
+          download: {
+            url:
+              'https://huggingface.co/csukuangfj/' +
+              'sherpa-onnx-whisper-small/resolve/' +
+              '8f3c18b358db4d1f2fc1eae49d75cd20989e4309/' +
+              'small-tokens.txt',
+            size: 816_730,
+            sha256:
+              'b34b360dbb493e781e479794586d661700670d65564001f23024971d1f2fa126'
+          }
+        }
+      ]
+    },
+    {
+      id: 'whisper-medium-multilingual-int8',
+      displayName: 'Whisper Medium（多语言）INT8',
+      description:
+        '高质量多语言模型，适合更重视准确率且能够接受较慢 CPU 推理的场景。',
+      languages: ['中文', '英语', '多语言'],
+      family: 'whisper',
+      quantization: 'int8',
+      quality: 'high',
+      speed: 'slow',
+      recommended: false,
+      repositoryUrl:
+        'https://huggingface.co/csukuangfj/sherpa-onnx-whisper-medium',
+      license: {
+        name: 'MIT License',
+        notice:
+          'Whisper 模型由 OpenAI 以 MIT License 发布；转换后的文件应同时遵守上游仓库随附说明。',
+        url: 'https://github.com/openai/whisper/blob/main/LICENSE'
+      },
+      manualOnly: false,
+      files: [
+        {
+          name: 'medium-encoder.int8.onnx',
+          role: 'encoder',
+          download: {
+            url:
+              'https://huggingface.co/csukuangfj/' +
+              'sherpa-onnx-whisper-medium/resolve/' +
+              '8c31d28503847560985df21f90e14f0c736e075e/' +
+              'medium-encoder.int8.onnx',
+            size: 374_196_283,
+            sha256:
+              '1c54582b4d829de0089f6cb63bbbdb3bf7555398bacaf855fbecf1a84dfd193e'
+          }
+        },
+        {
+          name: 'medium-decoder.int8.onnx',
+          role: 'decoder',
+          download: {
+            url:
+              'https://huggingface.co/csukuangfj/' +
+              'sherpa-onnx-whisper-medium/resolve/' +
+              '8c31d28503847560985df21f90e14f0c736e075e/' +
+              'medium-decoder.int8.onnx',
+            size: 571_059_257,
+            sha256:
+              '595d00a338a365a7bfa0ca7f296cabc639583bef770ab6130df90f49a6412747'
+          }
+        },
+        {
+          name: 'medium-tokens.txt',
+          role: 'tokens',
+          download: {
+            url:
+              'https://huggingface.co/csukuangfj/' +
+              'sherpa-onnx-whisper-medium/resolve/' +
+              '8c31d28503847560985df21f90e14f0c736e075e/' +
+              'medium-tokens.txt',
+            size: 816_730,
+            sha256:
+              'b34b360dbb493e781e479794586d661700670d65564001f23024971d1f2fa126'
+          }
+        }
+      ]
     }
   ])
 
diff --git a/src/main/speech/speech-model-manager.test.ts b/src/main/speech/speech-model-manager.test.ts
index 81c22ff..cb6d9a0 100644
--- a/src/main/speech/speech-model-manager.test.ts
+++ b/src/main/speech/speech-model-manager.test.ts
@@ -55,6 +55,9 @@ function downloadableCatalog(
       languages: ['中文'],
       family: 'whisper',
       quantization: 'int8',
+      quality: 'balanced',
+      speed: 'balanced',
+      recommended: false,
       repositoryUrl:
         'https://modelscope.cn/models/example/download-test-model',
       license: {
@@ -92,13 +95,25 @@ function downloadableCatalog(
 }
 
 describe('speech model catalog', () => {
-  it('lists metadata only and accurately labels SenseVoice custom licensing', () => {
+  it('lists verified multilingual models with accurate licensing', () => {
     const senseVoice = SPEECH_MODEL_CATALOG.find(
       (entry) => entry.id === 'sensevoice-small-int8'
     )
     const whisper = SPEECH_MODEL_CATALOG.find(
       (entry) => entry.id === 'whisper-tiny-multilingual'
     )
+    const paraformerBilingual = SPEECH_MODEL_CATALOG.find(
+      (entry) => entry.id === 'paraformer-bilingual-zh-en-int8'
+    )
+    const paraformerTrilingual = SPEECH_MODEL_CATALOG.find(
+      (entry) => entry.id === 'paraformer-trilingual-zh-yue-en-int8'
+    )
+    const whisperSmall = SPEECH_MODEL_CATALOG.find(
+      (entry) => entry.id === 'whisper-small-multilingual-int8'
+    )
+    const whisperMedium = SPEECH_MODEL_CATALOG.find(
+      (entry) => entry.id === 'whisper-medium-multilingual-int8'
+    )
 
     expect(senseVoice).toMatchObject({
       manualOnly: false,
@@ -125,13 +140,35 @@ describe('speech model catalog', () => {
       'tiny-decoder.int8.onnx',
       'tiny-tokens.txt'
     ])
+    expect(paraformerBilingual).toMatchObject({
+      family: 'paraformer',
+      languages: ['中文', '英语'],
+      license: { name: 'MIT License' },
+      recommended: true
+    })
+    expect(paraformerTrilingual).toMatchObject({
+      family: 'paraformer',
+      languages: ['中文', '粤语', '英语'],
+      license: { name: 'Apache License 2.0' }
+    })
+    expect(whisperSmall).toMatchObject({
+      family: 'whisper',
+      quality: 'balanced',
+      speed: 'balanced'
+    })
+    expect(whisperMedium).toMatchObject({
+      family: 'whisper',
+      quality: 'high',
+      speed: 'slow'
+    })
+    expect(SPEECH_MODEL_CATALOG).toHaveLength(6)
     for (const entry of SPEECH_MODEL_CATALOG) {
       expect(entry.repositoryUrl).toMatch(
-        /^https:\/\/modelscope\.cn\/models\//u
+        /^https:\/\/(?:modelscope\.cn\/models\/|huggingface\.co\/)/u
       )
       for (const file of entry.files) {
         expect(file.download?.url).toMatch(
-          /^https:\/\/modelscope\.cn\/models\/[^/]+\/[^/]+\/resolve\/[a-f0-9]{40}\/[^/]+$/u
+          /^https:\/\/(?:modelscope\.cn\/models|huggingface\.co)\/[^/]+\/[^/]+\/resolve\/[a-f0-9]{40}\/[^/]+$/u
         )
       }
     }
diff --git a/src/main/speech/speech-transcription-service.test.ts b/src/main/speech/speech-transcription-service.test.ts
index c15ece8..fffb257 100644
--- a/src/main/speech/speech-transcription-service.test.ts
+++ b/src/main/speech/speech-transcription-service.test.ts
@@ -39,6 +39,28 @@ function whisperModel(): SelectedSpeechRuntimeModel {
   }
 }
 
+function paraformerModel(): SelectedSpeechRuntimeModel {
+  return {
+    id: 'paraformer-bilingual-zh-en-int8',
+    family: 'paraformer',
+    directory: 'C:\\models\\paraformer',
+    files: [
+      {
+        name: 'model.int8.onnx',
+        role: 'model',
+        size: 1,
+        sha256: 'a'.repeat(64)
+      },
+      {
+        name: 'tokens.txt',
+        role: 'tokens',
+        size: 1,
+        sha256: 'b'.repeat(64)
+      }
+    ]
+  }
+}
+
 function input(): SpeechTranscriptionInput {
   return {
     requestId,
@@ -72,6 +94,15 @@ describe('SpeechTranscriptionService', () => {
     ).toBe('')
   })
 
+  it('wires an offline Paraformer model to local inference', () => {
+    expect(
+      createSherpaRecognizerConfig(paraformerModel()).modelConfig
+        .paraformer
+    ).toEqual({
+      model: 'C:\\models\\paraformer\\model.int8.onnx'
+    })
+  })
+
   it('requires an installed selected model and rejects oversized audio', async () => {
     const service = new SpeechTranscriptionService(
       {
diff --git a/src/main/speech/speech-transcription-service.ts b/src/main/speech/speech-transcription-service.ts
index e8984d8..8cb535c 100644
--- a/src/main/speech/speech-transcription-service.ts
+++ b/src/main/speech/speech-transcription-service.ts
@@ -29,6 +29,9 @@ type SherpaRecognizerConfig = {
       language: string
       useInverseTextNormalization: number
     }
+    paraformer?: {
+      model: string
+    }
     whisper?: {
       encoder: string
       decoder: string
@@ -124,6 +127,17 @@ export function createSherpaRecognizerConfig(
       }
     }
   }
+  if (model.family === 'paraformer') {
+    return {
+      ...base,
+      modelConfig: {
+        ...base.modelConfig,
+        paraformer: {
+          model: requiredFile(model, 'model')
+        }
+      }
+    }
+  }
   return {
     ...base,
     modelConfig: {
diff --git a/src/renderer/src/SettingsPanel.tsx b/src/renderer/src/SettingsPanel.tsx
index ea2570f..0f36540 100644
--- a/src/renderer/src/SettingsPanel.tsx
+++ b/src/renderer/src/SettingsPanel.tsx
@@ -2039,7 +2039,9 @@ export function SettingsPanel({
               }}
             />
           )}
-          {modelType === 'speech' && <SpeechModelSettingsSection />}
+          {modelType === 'speech' && (
+            <SpeechModelSettingsSection onNotify={onNotify} />
+          )}
             </>
           )}
 
diff --git a/src/renderer/src/SpeechModelSettingsSection.test.tsx b/src/renderer/src/SpeechModelSettingsSection.test.tsx
index 4bb9c4e..61fb3cf 100644
--- a/src/renderer/src/SpeechModelSettingsSection.test.tsx
+++ b/src/renderer/src/SpeechModelSettingsSection.test.tsx
@@ -17,6 +17,9 @@ const entry = {
   languages: ['中文', '粤语'],
   family: 'sensevoice' as const,
   quantization: 'int8' as const,
+  quality: 'high' as const,
+  speed: 'fast' as const,
+  recommended: true,
   repositoryUrl: 'https://huggingface.co/example/model',
   license: {
     name: '模型仓库自定义许可',
@@ -81,6 +84,7 @@ describe('SpeechModelSettingsSection', () => {
       ]
     }
     const install = vi.fn(async () => installedSnapshot)
+    const onNotify = vi.fn()
     Object.defineProperty(window, 'goodbuddy', {
       configurable: true,
       value: {
@@ -97,16 +101,22 @@ describe('SpeechModelSettingsSection', () => {
       } as unknown as DesktopApi
     })
 
-    render(<SpeechModelSettingsSection />)
+    render(<SpeechModelSettingsSection onNotify={onNotify} />)
     expect(await screen.findByText('SenseVoiceSmall INT8'))
       .toBeInTheDocument()
-    fireEvent.click(screen.getByRole('button', { name: '下载模型' }))
+    expect(screen.getByText('推荐')).toBeInTheDocument()
+    fireEvent.click(screen.getByRole('button', {
+      name: '下载 SenseVoiceSmall INT8'
+    }))
 
     await waitFor(() =>
       expect(install).toHaveBeenCalledWith('sensevoice-small-int8')
     )
-    expect(await screen.findByText('SenseVoiceSmall INT8 已安装'))
-      .toBeInTheDocument()
+    expect(onNotify).toHaveBeenCalledWith({
+      tone: 'success',
+      message: 'SenseVoiceSmall INT8 已安装',
+      dedupeKey: 'speech-model-sensevoice-small-int8'
+    })
   })
 
   it('offers a download button for a verified Whisper model', async () => {
@@ -147,7 +157,9 @@ describe('SpeechModelSettingsSection', () => {
     render(<SpeechModelSettingsSection />)
     expect(await screen.findByText('Whisper Tiny（多语言）'))
       .toBeInTheDocument()
-    fireEvent.click(screen.getByRole('button', { name: '下载模型' }))
+    fireEvent.click(screen.getByRole('button', {
+      name: '下载 Whisper Tiny（多语言）'
+    }))
 
     await waitFor(() =>
       expect(install).toHaveBeenCalledWith('whisper-tiny-multilingual')
@@ -189,7 +201,9 @@ describe('SpeechModelSettingsSection', () => {
     expect(await screen.findByRole('progressbar', {
       name: 'SenseVoiceSmall INT8下载进度'
     })).toHaveValue(50)
-    fireEvent.click(screen.getByRole('button', { name: '取消' }))
+    fireEvent.click(screen.getByRole('button', {
+      name: '取消 SenseVoiceSmall INT8 操作'
+    }))
     await waitFor(() =>
       expect(cancel).toHaveBeenCalledWith('sensevoice-small-int8')
     )
@@ -264,4 +278,63 @@ describe('SpeechModelSettingsSection', () => {
     )
     expect(getSnapshot.mock.calls.length).toBeGreaterThanOrEqual(3)
   })
+
+  it('shows installed and selected states and switches with a radio choice', async () => {
+    const installed = {
+      id: entry.id,
+      displayName: entry.displayName,
+      source: 'download' as const,
+      installedAt: '2026-08-06T00:00:00.000Z',
+      files: [
+        {
+          name: 'model.int8.onnx',
+          role: 'model' as const,
+          size: 1_000,
+          sha256: 'a'.repeat(64)
+        }
+      ]
+    }
+    const installedSnapshot: SpeechModelSnapshot = {
+      ...snapshot,
+      installed: [installed]
+    }
+    const selectedSnapshot: SpeechModelSnapshot = {
+      ...installedSnapshot,
+      selectedModelId: entry.id
+    }
+    let currentSnapshot = installedSnapshot
+    const select = vi.fn(async () => {
+      currentSnapshot = selectedSnapshot
+      return selectedSnapshot
+    })
+    Object.defineProperty(window, 'goodbuddy', {
+      configurable: true,
+      value: {
+        speechModels: {
+          getSnapshot: vi.fn(async () => currentSnapshot),
+          install: vi.fn(),
+          cancel: vi.fn(async () => true),
+          remove: vi.fn(),
+          select,
+          importLocalDirectory: vi.fn(),
+          openRepository: vi.fn(),
+          openModelsDirectory: vi.fn()
+        }
+      } as unknown as DesktopApi
+    })
+
+    render(<SpeechModelSettingsSection />)
+    const choice = await screen.findByRole('radio', {
+      name: '使用 SenseVoiceSmall INT8'
+    })
+    expect(choice).not.toBeChecked()
+    expect(screen.getByText('已安装')).toBeInTheDocument()
+
+    fireEvent.click(choice)
+    await waitFor(() =>
+      expect(select).toHaveBeenCalledWith('sensevoice-small-int8')
+    )
+    expect(await screen.findByText('正在使用')).toBeInTheDocument()
+    expect(choice).toBeChecked()
+  })
 })
diff --git a/src/renderer/src/SpeechModelSettingsSection.tsx b/src/renderer/src/SpeechModelSettingsSection.tsx
index 5301b86..d994752 100644
--- a/src/renderer/src/SpeechModelSettingsSection.tsx
+++ b/src/renderer/src/SpeechModelSettingsSection.tsx
@@ -1,4 +1,6 @@
 import {
+  CheckCircle2,
+  ChevronDown,
   Download,
   ExternalLink,
   FolderOpen,
@@ -12,6 +14,29 @@ import type {
   SpeechModelOperation,
   SpeechModelSnapshot
 } from '../../shared/speech-model-contracts'
+import type { AppNotificationInput } from './notifications'
+
+type SpeechModelSettingsSectionProps = {
+  onNotify?: (notification: AppNotificationInput) => void
+}
+
+const qualityLabels: Record<SpeechModelCatalogEntry['quality'], string> = {
+  basic: '基础质量',
+  balanced: '均衡质量',
+  high: '高质量'
+}
+
+const speedLabels: Record<SpeechModelCatalogEntry['speed'], string> = {
+  fast: '快速',
+  balanced: '均衡速度',
+  slow: '较慢'
+}
+
+const familyLabels: Record<SpeechModelCatalogEntry['family'], string> = {
+  sensevoice: 'SenseVoice',
+  paraformer: 'Paraformer',
+  whisper: 'Whisper'
+}
 
 function formatBytes(bytes: number): string {
   if (bytes >= 1024 * 1024 * 1024) {
@@ -39,12 +64,23 @@ function progressPercent(operation: SpeechModelOperation): number | undefined {
     : undefined
 }
 
-export function SpeechModelSettingsSection(): React.JSX.Element {
+function operationLabel(operation: SpeechModelOperation): string {
+  if (operation.phase === 'installing') {
+    return '正在校验并安装'
+  }
+  if (operation.phase === 'preparing') {
+    return operation.kind === 'import' ? '正在准备导入' : '正在准备下载'
+  }
+  return operation.kind === 'import' ? '正在导入' : '正在下载'
+}
+
+export function SpeechModelSettingsSection({
+  onNotify
+}: SpeechModelSettingsSectionProps): React.JSX.Element {
   const [snapshot, setSnapshot] = useState<SpeechModelSnapshot>()
   const [busyModelId, setBusyModelId] = useState<string>()
   const [confirmingRemove, setConfirmingRemove] = useState<string>()
   const [error, setError] = useState<string>()
-  const [notice, setNotice] = useState<string>()
   const mountedRef = useRef(false)
 
   const refresh = useCallback(async (): Promise<void> => {
@@ -106,12 +142,15 @@ export function SpeechModelSettingsSection(): React.JSX.Element {
   ): Promise<void> => {
     setBusyModelId(modelId)
     setError(undefined)
-    setNotice(undefined)
     try {
       const next = await operation()
       if (next && mountedRef.current) {
         setSnapshot(next)
-        setNotice(successMessage)
+        onNotify?.({
+          tone: 'success',
+          message: successMessage,
+          dedupeKey: `speech-model-${modelId}`
+        })
       }
     } catch (reason) {
       if (mountedRef.current) {
@@ -192,9 +231,12 @@ export function SpeechModelSettingsSection(): React.JSX.Element {
         并校验文件大小和 SHA-256；也可以从模型仓库手动下载后导入。
       </p>
       {error && <p className="settings-warning" role="alert">{error}</p>}
-      {notice && <p className="settings-success" role="status">{notice}</p>}
 
-      <div className="speech-model-settings__list">
+      <div
+        aria-label="可用语音模型"
+        className="speech-model-settings__list"
+        role="list"
+      >
         {snapshot.catalog.map((entry) => {
           const installed = installedById.get(entry.id)
           const operation = operationsById.get(entry.id)
@@ -203,59 +245,91 @@ export function SpeechModelSettingsSection(): React.JSX.Element {
             : undefined
           const size = catalogSize(entry)
           const selected = snapshot.selectedModelId === entry.id
+          const status = operation
+            ? operationLabel(operation)
+            : selected
+              ? '正在使用'
+              : installed
+                ? '已安装'
+                : entry.manualOnly
+                  ? '手动导入'
+                  : '可下载'
           return (
-            <article className="capability-card" key={entry.id}>
-              <div className="capability-card__header">
-                <div>
+            <article
+              className={`speech-model-row${selected ? ' speech-model-row--selected' : ''}`}
+              key={entry.id}
+              role="listitem"
+            >
+              <div className="speech-model-row__selection">
+                <input
+                  aria-label={
+                    installed
+                      ? `使用 ${entry.displayName}`
+                      : `${entry.displayName} 尚未安装`
+                  }
+                  checked={selected}
+                  disabled={!installed || operation !== undefined}
+                  name="selected-speech-model"
+                  onChange={() =>
+                    void run(
+                      entry.id,
+                      () =>
+                        window.goodbuddy.speechModels!.select(entry.id),
+                      `已切换到 ${entry.displayName}`
+                    )
+                  }
+                  type="radio"
+                />
+              </div>
+
+              <div className="speech-model-row__summary">
+                <div className="speech-model-row__name">
                   <strong>{entry.displayName}</strong>
-                  <small>
-                    {entry.languages.join('、')} · {entry.quantization.toUpperCase()}
-                    {size ? ` · ${formatBytes(size)}` : ''}
-                  </small>
+                  {entry.recommended && (
+                    <span className="speech-model-tag speech-model-tag--recommended">
+                      推荐
+                    </span>
+                  )}
                 </div>
-                <span>
-                  {selected
-                    ? '正在使用'
-                    : installed
-                      ? '已安装'
-                      : entry.manualOnly
-                        ? '手动导入'
-                        : '可下载'}
+                <p>{entry.description}</p>
+                <div className="speech-model-row__tags">
+                  <span className="speech-model-tag">
+                    {familyLabels[entry.family]}
+                  </span>
+                  <span className="speech-model-tag">
+                    {entry.languages.join(' / ')}
+                  </span>
+                  <span className="speech-model-tag">
+                    {entry.quantization.toUpperCase()}
+                  </span>
+                </div>
+              </div>
+
+              <div className="speech-model-row__profile">
+                <span>{qualityLabels[entry.quality]}</span>
+                <span>{speedLabels[entry.speed]}</span>
+                <span>{size ? formatBytes(size) : '大小未知'}</span>
+              </div>
+
+              <div className="speech-model-row__state">
+                <span
+                  className={`speech-model-status${
+                    selected
+                      ? ' speech-model-status--selected'
+                      : installed
+                        ? ' speech-model-status--installed'
+                        : ''
+                  }`}
+                >
+                  {selected && <CheckCircle2 aria-hidden="true" size={13} />}
+                  {status}
                 </span>
               </div>
-              <p>{entry.description}</p>
-              <p>
-                许可证：<strong>{entry.license.name}</strong>。
-                {entry.license.notice}
-              </p>
 
-              {operation && (
-                <div aria-live="polite" className="speech-model-operation">
-                  <progress
-                    aria-label={`${entry.displayName}下载进度`}
-                    max={100}
-                    {...(percent === undefined ? {} : { value: percent })}
-                  />
-                  <small>
-                    {operation.currentFile
-                      ? `正在处理 ${operation.currentFile}`
-                      : operation.phase === 'installing'
-                        ? '正在校验并安装…'
-                        : '正在准备…'}
-                    {percent === undefined
-                      ? ''
-                      : ` · ${percent.toFixed(0)}%`}
-                  </small>
-                </div>
-              )}
-
-              {entry.manualOnly && entry.manualReason && !installed && (
-                <p className="settings-notice">{entry.manualReason}</p>
-              )}
-
-              <div className="speech-model-card__actions">
+              <div className="speech-model-row__actions">
                 {operation ? (
                   <button
+                    aria-label={`取消 ${entry.displayName} 操作`}
                     className="secondary-button"
                     onClick={() =>
                       void window.goodbuddy.speechModels
@@ -268,46 +342,27 @@ export function SpeechModelSettingsSection(): React.JSX.Element {
                     取消
                   </button>
                 ) : installed ? (
-                  <>
-                    {!selected && (
-                      <button
-                        className="primary-button"
-                        disabled={busyModelId === entry.id}
-                        onClick={() =>
-                          void run(
-                            entry.id,
-                            () =>
-                              window.goodbuddy.speechModels!.select(
-                                entry.id
-                              ),
-                            `已切换到 ${entry.displayName}`
-                          )
-                        }
-                        type="button"
-                      >
-                        使用此模型
-                      </button>
-                    )}
-                    <button
-                      className={
-                        confirmingRemove === entry.id
-                          ? 'danger-button'
-                          : 'secondary-button'
-                      }
-                      disabled={busyModelId === entry.id}
-                      onClick={() => void remove(entry.id)}
-                      type="button"
-                    >
-                      <Trash2 aria-hidden="true" size={12} />
-                      {confirmingRemove === entry.id
-                        ? '确认删除模型'
-                        : '删除模型'}
-                    </button>
-                  </>
+                  <button
+                    aria-label={`删除 ${entry.displayName}`}
+                    className={
+                      confirmingRemove === entry.id
+                        ? 'danger-button'
+                        : 'danger-ghost'
+                    }
+                    disabled={busyModelId === entry.id}
+                    onClick={() => void remove(entry.id)}
+                    type="button"
+                  >
+                    <Trash2 aria-hidden="true" size={12} />
+                    {confirmingRemove === entry.id
+                      ? '确认删除'
+                      : '删除'}
+                  </button>
                 ) : (
                   <>
                     {!entry.manualOnly && (
                       <button
+                        aria-label={`下载 ${entry.displayName}`}
                         className="primary-button"
                         disabled={busyModelId === entry.id}
                         onClick={() =>
@@ -323,10 +378,11 @@ export function SpeechModelSettingsSection(): React.JSX.Element {
                         type="button"
                       >
                         <Download aria-hidden="true" size={13} />
-                        下载模型
+                        下载
                       </button>
                     )}
                     <button
+                      aria-label={`从本地目录导入 ${entry.displayName}`}
                       className="secondary-button"
                       disabled={busyModelId === entry.id}
                       onClick={() =>
@@ -341,23 +397,60 @@ export function SpeechModelSettingsSection(): React.JSX.Element {
                       type="button"
                     >
                       <FolderOpen aria-hidden="true" size={13} />
-                      从本地目录导入
+                      导入
                     </button>
                   </>
                 )}
-                <button
-                  className="secondary-button"
-                  onClick={() =>
-                    void window.goodbuddy.speechModels?.openRepository(
-                      entry.id
-                    )
-                  }
-                  type="button"
-                >
-                  <ExternalLink aria-hidden="true" size={13} />
-                  打开模型仓库
-                </button>
               </div>
+
+              {operation && (
+                <div aria-live="polite" className="speech-model-operation">
+                  <progress
+                    aria-label={`${entry.displayName}下载进度`}
+                    max={100}
+                    {...(percent === undefined ? {} : { value: percent })}
+                  />
+                  <small>
+                    {operation.currentFile
+                      ? `正在处理 ${operation.currentFile}`
+                      : `${operationLabel(operation)}…`}
+                    {percent === undefined
+                      ? ''
+                      : ` · ${percent.toFixed(0)}%`}
+                  </small>
+                </div>
+              )}
+
+              <details className="speech-model-row__details">
+                <summary>
+                  <ChevronDown aria-hidden="true" size={13} />
+                  模型详情
+                </summary>
+                <div>
+                  {entry.manualOnly &&
+                    entry.manualReason &&
+                    !installed && (
+                      <p>{entry.manualReason}</p>
+                    )}
+                  <p>
+                    许可证：<strong>{entry.license.name}</strong>。
+                    {entry.license.notice}
+                  </p>
+                  <button
+                    aria-label={`打开 ${entry.displayName} 模型仓库`}
+                    className="secondary-button"
+                    onClick={() =>
+                      void window.goodbuddy.speechModels?.openRepository(
+                        entry.id
+                      )
+                    }
+                    type="button"
+                  >
+                    <ExternalLink aria-hidden="true" size={13} />
+                    打开模型仓库
+                  </button>
+                </div>
+              </details>
             </article>
           )
         })}
diff --git a/src/renderer/src/styles.css b/src/renderer/src/styles.css
index 4aec9ce..59d5804 100644
--- a/src/renderer/src/styles.css
+++ b/src/renderer/src/styles.css
@@ -110,6 +110,7 @@
   border: 1px solid var(--border-default);
   border-radius: var(--radius-card);
   background: var(--surface-raised);
+  container: speech-model-list / inline-size;
   grid-template-columns:
     220px minmax(300px, 1fr) 9px
     var(--magic-notes-ai-width, 300px);
@@ -4775,33 +4776,268 @@ details.settings-section > :not(summary) + :not(summary) {
 
 .speech-model-settings__list {
   display: grid;
-  gap: var(--space-3);
+  overflow: hidden;
+  border: 1px solid var(--border-default);
+  border-radius: var(--radius-card);
+  background: var(--surface-raised);
 }
 
 .speech-model-settings .settings-section__title--actions > button,
-.speech-model-card__actions,
-.speech-model-card__actions button {
+.speech-model-row__actions,
+.speech-model-row__actions button,
+.speech-model-row__details button {
   display: flex;
   align-items: center;
 }
 
 .speech-model-settings .settings-section__title--actions > button,
-.speech-model-card__actions button {
+.speech-model-row__actions button,
+.speech-model-row__details button {
   gap: var(--space-2);
 }
 
-.speech-model-card__actions {
+.speech-model-row {
+  display: grid;
+  min-width: 0;
+  align-items: center;
+  padding: var(--space-3);
+  border-bottom: 1px solid var(--border-subtle);
+  background: var(--surface-raised);
+  grid-template-columns: 20px minmax(0, 1fr) minmax(144px, auto);
+  gap: var(--space-2) var(--space-3);
+  transition:
+    background var(--motion-fast) ease-out,
+    border-color var(--motion-fast) ease-out;
+}
+
+.speech-model-row:last-child {
+  border-bottom: 0;
+}
+
+.speech-model-row--selected {
+  box-shadow: inset 3px 0 0 var(--accent-solid);
+  background: var(--accent-subtle);
+}
+
+.speech-model-row__selection {
+  align-self: start;
+  padding-top: var(--space-1);
+}
+
+.speech-model-row__selection input {
+  width: 16px;
+  height: 16px;
+  margin: 0;
+  accent-color: var(--accent-solid);
+}
+
+.speech-model-row__summary {
+  display: grid;
+  min-width: 0;
+  grid-column: 2;
+  gap: var(--space-1);
+}
+
+.speech-model-row__name,
+.speech-model-row__tags,
+.speech-model-row__profile,
+.speech-model-status,
+.speech-model-row__actions,
+.speech-model-row__details summary {
+  display: flex;
+  align-items: center;
+}
+
+.speech-model-row__name {
+  min-width: 0;
   flex-wrap: wrap;
   gap: var(--space-2);
 }
 
+.speech-model-row__name strong {
+  color: var(--text-primary);
+  font-size: var(--font-body);
+}
+
+.speech-model-row__summary p,
+.speech-model-row__details p {
+  margin: 0;
+  color: var(--text-secondary);
+  font-size: var(--font-caption);
+  line-height: 1.55;
+}
+
+.speech-model-row__tags {
+  flex-wrap: wrap;
+  gap: var(--space-1);
+}
+
+.speech-model-tag {
+  padding: 2px var(--space-2);
+  border: 1px solid var(--border-subtle);
+  border-radius: var(--radius-control);
+  background: var(--surface-subtle);
+  color: var(--text-muted);
+  font-size: var(--font-caption);
+  line-height: 1.4;
+}
+
+.speech-model-tag--recommended {
+  border-color: var(--accent-selected);
+  background: var(--accent-selected);
+  color: var(--accent);
+  font-weight: 650;
+}
+
+.speech-model-row__profile {
+  align-items: flex-start;
+  flex-wrap: wrap;
+  grid-column: 2;
+  color: var(--text-muted);
+  font-size: var(--font-caption);
+  gap: var(--space-1) var(--space-3);
+}
+
+.speech-model-row__state {
+  align-self: start;
+  padding-top: var(--space-1);
+  grid-column: 3;
+  grid-row: 1;
+}
+
+.speech-model-status {
+  color: var(--text-muted);
+  font-size: var(--font-caption);
+  font-weight: 650;
+  gap: var(--space-1);
+  white-space: nowrap;
+}
+
+.speech-model-status--installed {
+  color: var(--text-secondary);
+}
+
+.speech-model-status--selected {
+  color: var(--accent);
+}
+
+.speech-model-row__actions {
+  justify-content: flex-end;
+  flex-wrap: wrap;
+  grid-column: 3;
+  grid-row: 2;
+  gap: var(--space-2);
+}
+
+.speech-model-row__actions button,
+.speech-model-row__details button {
+  min-height: 30px;
+  flex: 0 0 auto;
+  white-space: nowrap;
+}
+
+.speech-model-row__actions .danger-ghost {
+  padding: 0 var(--space-2);
+  border: 1px solid transparent;
+  border-radius: var(--radius-control);
+  background: transparent;
+  color: var(--danger);
+  font: inherit;
+  font-size: var(--font-caption);
+  gap: var(--space-1);
+}
+
+.speech-model-row__actions .danger-ghost:hover {
+  border-color: var(--danger-border);
+  background: var(--danger-subtle);
+}
+
 .speech-model-operation {
   display: grid;
+  grid-column: 2 / -1;
   gap: var(--space-1);
 }
 
 .speech-model-operation progress {
   width: 100%;
+  accent-color: var(--accent-solid);
+}
+
+.speech-model-operation small {
+  color: var(--text-muted);
+  font-size: var(--font-caption);
+}
+
+.speech-model-row__details {
+  min-width: 0;
+  grid-column: 2 / -1;
+}
+
+.speech-model-row__details summary {
+  width: fit-content;
+  cursor: pointer;
+  color: var(--text-muted);
+  font-size: var(--font-caption);
+  gap: var(--space-1);
+  list-style: none;
+}
+
+.speech-model-row__details summary::-webkit-details-marker {
+  display: none;
+}
+
+.speech-model-row__details summary svg {
+  transition: transform var(--motion-fast) ease-out;
+}
+
+.speech-model-row__details[open] summary svg {
+  transform: rotate(180deg);
+}
+
+.speech-model-row__details > div {
+  display: grid;
+  padding-top: var(--space-2);
+  gap: var(--space-2);
+}
+
+.speech-model-row__details button {
+  width: fit-content;
+}
+
+@container speech-model-list (max-width: 500px) {
+  .speech-model-row {
+    align-items: start;
+    grid-template-columns: 20px minmax(0, 1fr);
+  }
+
+  .speech-model-row__summary,
+  .speech-model-row__profile {
+    grid-column: 2;
+  }
+
+  .speech-model-row__state {
+    grid-column: 2;
+    grid-row: auto;
+  }
+
+  .speech-model-row__actions,
+  .speech-model-operation,
+  .speech-model-row__details {
+    justify-content: flex-start;
+    grid-column: 2;
+    grid-row: auto;
+  }
+}
+
+@media (max-width: 720px) {
+  .speech-model-settings .settings-section__title--actions {
+    align-items: flex-start;
+    flex-wrap: wrap;
+  }
+
+  .speech-model-settings .settings-section__title--actions > button {
+    margin-left: 26px;
+  }
 }
 
 .role-prompt-empty {
diff --git a/src/shared/speech-model-contracts.test.ts b/src/shared/speech-model-contracts.test.ts
index 29572ad..84b0be9 100644
--- a/src/shared/speech-model-contracts.test.ts
+++ b/src/shared/speech-model-contracts.test.ts
@@ -12,6 +12,9 @@ const downloadableEntry = {
   languages: ['中文'],
   family: 'whisper' as const,
   quantization: 'int8' as const,
+  quality: 'balanced' as const,
+  speed: 'balanced' as const,
+  recommended: false,
   repositoryUrl: 'https://huggingface.co/example/test-speech-model',
   license: {
     name: 'MIT License',
diff --git a/src/shared/speech-model-contracts.ts b/src/shared/speech-model-contracts.ts
index e964a05..140596a 100644
--- a/src/shared/speech-model-contracts.ts
+++ b/src/shared/speech-model-contracts.ts
@@ -59,8 +59,11 @@ export const speechModelCatalogEntrySchema = z
     displayName: z.string().trim().min(1).max(120),
     description: z.string().trim().min(1).max(500),
     languages: z.array(z.string().trim().min(1).max(32)).min(1).max(32),
-    family: z.enum(['sensevoice', 'whisper']),
+    family: z.enum(['sensevoice', 'whisper', 'paraformer']),
     quantization: z.enum(['int8', 'fp16', 'fp32']),
+    quality: z.enum(['basic', 'balanced', 'high']),
+    speed: z.enum(['fast', 'balanced', 'slow']),
+    recommended: z.boolean(),
     repositoryUrl: z.url().max(2_048),
     license: speechModelLicenseSchema,
     manualOnly: z.boolean(),