html for kws

generate-asr-2pass.py

@@ -61,8 +61,8 @@ def get_all_files(d: str, suffix: str) -> List[str]:
 
 def to_file(filename: str, files: List[str]):
     content = r"""
-<h1> APKs for streaming speech recognition </h1>
-This page lists the <strong>streaming speech recognition</strong> APKs for <a href="http://github.com/k2-fsa/sherpa-onnx">sherpa-onnx</a>,
+<h1> APKs for two-pass speech recognition </h1>
+This page lists the <strong>two-pass speech recognition</strong> APKs for <a href="http://github.com/k2-fsa/sherpa-onnx">sherpa-onnx</a>,
 one of the deployment frameworks of <a href="https://github.com/k2-fsa">the Next-gen Kaldi project</a>.
 <br/>
 The name of an APK has the following rule:
@@ -79,6 +79,38 @@ where
 
 <br/>
 
+<span style="color:red;">Two-pass:</span> Two models are used during the recognition. A streaming model
+is used in the first pass, while a non-streaming model is used in the second pass. The purpose
+of the first pass is to give feedback to users that the system is working and it displays results while
+users are speaking. When an endpoint is detected, the samples between two endpoints are sent to the second
+pass model for recognition. The output of the second pass model is the final recognition result.
+
+<br/>
+<br/>
+
+<span style="color:red;">Features of the first-pass model:</span>
+<ul>
+ <li> A streaming model
+ <li> Low latency
+ <li> Small in model size
+ <li> Runs very fast
+ <li> Low accuracy
+</ul>
+
+<br/>
+
+<span style="color:red;">Features of the second-pass model:</span>
+<ul>
+ <li> A non-streaming model
+ <li> High latency
+ <li> Large in model size
+ <li> Runs a bit slow
+ <li> High accuracy
+</ul>
+
+<br/>
+<br/>
+
 You can download all supported models from
 <a href="https://github.com/k2-fsa/sherpa-onnx/releases/tag/asr-models">https://github.com/k2-fsa/sherpa-onnx/releases/tag/asr-models</a>
 

generate-asr.py

@@ -103,40 +103,34 @@ see https://www.tablesgenerator.com/html_tables#
   <tr>
     <th class="tg-0pky">APK</th>
     <th class="tg-0lax">Comment</th>
-    <th class="tg-0pky">Model Name</th>
-    <th class="tg-0pky">Model Link</th>
+    <th class="tg-0pky">Model</th>
   </tr>
 </thead>
 <tbody>
   <tr>
     <td class="tg-0pky">sherpa-onnx-x.y.z-arm64-v8a-asr-bilingual_zh_en-zipformer.apk</td>
     <td class="tg-0lax">It supports both English and Chinese.</td>
-    <td class="tg-0pky">sherpa-onnx-streaming-zipformer-bilingual-zh-en-2023-02-20</td>
-    <td class="tg-0pky"><a href="https://github.com/k2-fsa/sherpa-onnx/releases/download/asr-models/sherpa-onnx-streaming-zipformer-bilingual-zh-en-2023-02-20.tar.bz2">https://github.com/k2-fsa/sherpa-onnx/releases/download/asr-models/sherpa-onnx-streaming-zipformer-bilingual-zh-en-2023-02-20.tar.bz2</a></td>
+    <td class="tg-0pky"><a href="https://github.com/k2-fsa/sherpa-onnx/releases/download/asr-models/sherpa-onnx-streaming-zipformer-bilingual-zh-en-2023-02-20.tar.bz2">sherpa-onnx-streaming-zipformer-bilingual-zh-en-2023-02-20.tar.bz2</a></td>
   </tr>
   <tr>
     <td class="tg-0pky">sherpa-onnx-x.y.z-arm64-v8a-asr-fr-zipformer.apk</td>
     <td class="tg-0lax"><span style="font-weight:400;font-style:normal">It supports only French.</span></td>
-    <td class="tg-0pky">sherpa-onnx-streaming-zipformer-fr-2023-04-14</td>
-    <td class="tg-0pky"><a href="https://github.com/k2-fsa/sherpa-onnx/releases/download/asr-models/sherpa-onnx-streaming-zipformer-fr-2023-04-14.tar.bz2">https://github.com/k2-fsa/sherpa-onnx/releases/download/asr-models/sherpa-onnx-streaming-zipformer-fr-2023-04-14.tar.bz2</a></td>
+    <td class="tg-0pky"><a href="https://github.com/k2-fsa/sherpa-onnx/releases/download/asr-models/sherpa-onnx-streaming-zipformer-fr-2023-04-14.tar.bz2">sherpa-onnx-streaming-zipformer-fr-2023-04-14.tar.bz2</a></td>
   </tr>
   <tr>
     <td class="tg-0pky">sherpa-onnx-x.y.z-arm64-v8a-asr-zh-zipformer2.apk</td>
     <td class="tg-0lax">It supports only Chinese.</td>
-    <td class="tg-0pky">icefall-asr-zipformer-streaming-wenetspeech-20230615</td>
-    <td class="tg-0pky"><a href="https://github.com/k2-fsa/sherpa-onnx/releases/download/asr-models/icefall-asr-zipformer-streaming-wenetspeech-20230615.tar.bz2">https://github.com/k2-fsa/sherpa-onnx/releases/download/asr-models/icefall-asr-zipformer-streaming-wenetspeech-20230615.tar.bz2</a></td>
+    <td class="tg-0pky"><a href="https://github.com/k2-fsa/sherpa-onnx/releases/download/asr-models/icefall-asr-zipformer-streaming-wenetspeech-20230615.tar.bz2">icefall-asr-zipformer-streaming-wenetspeech-20230615.tar.bz2</a></td>
   </tr>
   <tr>
-    <td class="tg-0pky">sherpa-onnx-x.y.z-arm64-v8a-asr-zh-small_zipformer.apk</td>
+    <td class="tg-0pky">sherpa-onnx-x.y.zz-arm64-v8a-asr-zh-small_zipformer.apk</td>
     <td class="tg-0lax">It supports only Chinese.<br>It uses the smallest zipformer and runs<br>super fast, though its accuracy is not that good.</td>
-    <td class="tg-0pky">sherpa-onnx-streaming-zipformer-zh-14M-2023-02-23</td>
-    <td class="tg-0pky"><a href="https://github.com/k2-fsa/sherpa-onnx/releases/download/asr-models/sherpa-onnx-streaming-zipformer-zh-14M-2023-02-23.tar.bz2">https://github.com/k2-fsa/sherpa-onnx/releases/download/asr-models/sherpa-onnx-streaming-zipformer-zh-14M-2023-02-23.tar.bz2</a></td>
+    <td class="tg-0pky"><a href="https://github.com/k2-fsa/sherpa-onnx/releases/download/asr-models/sherpa-onnx-streaming-zipformer-zh-14M-2023-02-23.tar.bz2">sherpa-onnx-streaming-zipformer-zh-14M-2023-02-23.tar.bz2</a></td>
   </tr>
   <tr>
     <td class="tg-0pky">sherpa-onnx-x.y.z-arm64-v8a-asr-en-small_zipformer.apk</td>
     <td class="tg-0lax">It suppors only English.<br>It uses a very small zipformer and runs<br>super fast, though its accuracy is not that good.</td>
-    <td class="tg-0pky">sherpa-onnx-streaming-zipformer-en-20M-2023-02-17</td>
-    <td class="tg-0pky"><a href="https://github.com/k2-fsa/sherpa-onnx/releases/download/asr-models/sherpa-onnx-streaming-zipformer-en-20M-2023-02-17.tar.bz2">https://github.com/k2-fsa/sherpa-onnx/releases/download/asr-models/sherpa-onnx-streaming-zipformer-en-20M-2023-02-17.tar.bz2</a></td>
+    <td class="tg-0pky"><a href="https://github.com/k2-fsa/sherpa-onnx/releases/download/asr-models/sherpa-onnx-streaming-zipformer-en-20M-2023-02-17.tar.bz2">sherpa-onnx-streaming-zipformer-en-20M-2023-02-17.tar.bz2</a></td>
   </tr>
 </tbody>
 </table>

generate-kws.py

@@ -0,0 +1,158 @@
+#!/usr/bin/env python3
+import os
+import re
+from pathlib import Path
+from typing import List
+
+BASE_URL = "https://huggingface.co/csukuangfj/sherpa-onnx-apk/resolve/main/"
+
+from dataclasses import dataclass
+
+
+@dataclass
+class APK:
+    major: int
+    minor: int
+    patch: int
+    arch: str
+    short_name: str
+
+    def __init__(self, s):
+        # sherpa-onnx-1.9.23-arm64-v8a-kws-en-gigaspeech-zipformer.apk
+        # sherpa-onnx-1.9.23-x86-kws-en-gigaspeech-zipformer.apk
+        s = str(s)[len("asr/") :]
+        split = s.split("-")
+        self.major, self.minor, self.patch = list(map(int, split[2].split(".")))
+        self.arch = split[3]
+        self.lang = split[5]
+        self.short_name = split[6] + split[7]
+        if "arm" in s:
+            self.arch += "-" + split[4]
+            self.lang = split[6]
+            self.short_name = split[7] + split[8]
+
+        if "armeabi" in self.arch:
+            self.arch = "y" + self.arch
+
+        if "arm64" in self.arch:
+            self.arch = "z" + self.arch
+
+
+def sort_by_apk(x):
+    x = APK(x)
+    return (x.major, x.minor, x.patch, x.arch, x.lang, x.short_name)
+
+
+def generate_url(files: List[str]) -> List[str]:
+    ans = []
+    base = BASE_URL
+    for f in files:
+        ans.append(base + str(f))
+    return ans
+
+
+def get_all_files(d: str, suffix: str) -> List[str]:
+    ans = sorted(Path(d).glob(suffix), key=sort_by_apk, reverse=True)
+    return list(map(lambda x: BASE_URL + str(x), ans))
+
+
+def to_file(filename: str, files: List[str]):
+    content = r"""
+<h1> APKs for keyword spotting </h1>
+This page lists the <strong>keyword spotting</strong> APKs for <a href="http://github.com/k2-fsa/sherpa-onnx">sherpa-onnx</a>,
+one of the deployment frameworks of <a href="https://github.com/k2-fsa">the Next-gen Kaldi project</a>.
+<br/>
+The name of an APK has the following rule:
+<ul>
+ <li> sherpa-onnx-{version}-{arch}-kws-${lang}-{dataset}-{model}.apk
+</ul>
+where
+<ul>
+ <li> version: It specifies the current version, e.g., 1.9.23
+ <li> arch: The architecture targeted by this APK, e.g., arm64-v8a, armeabi-v7a, x86_64, x86
+ <li> lang: The lang of the model used in the APK, e.g., en for English, zh for Chinese
+ <li> dataset: The dataset used to train the model
+ <li> model: The name of the model used in the APK
+</ul>
+
+<br/>
+
+You can download all supported models from
+<a href="https://github.com/k2-fsa/sherpa-onnx/releases/tag/kws-models">https://github.com/k2-fsa/sherpa-onnx/releases/tag/kws-models</a>
+
+<br/>
+<br/>
+
+<!--
+see https://www.tablesgenerator.com/html_tables#
+-->
+
+<style type="text/css">
+.tg  {border-collapse:collapse;border-spacing:0;}
+.tg td{border-color:black;border-style:solid;border-width:1px;font-family:Arial, sans-serif;font-size:14px;
+  overflow:hidden;padding:10px 5px;word-break:normal;}
+.tg th{border-color:black;border-style:solid;border-width:1px;font-family:Arial, sans-serif;font-size:14px;
+  font-weight:normal;overflow:hidden;padding:10px 5px;word-break:normal;}
+.tg .tg-0pky{border-color:inherit;text-align:left;vertical-align:top}
+.tg .tg-0lax{text-align:left;vertical-align:top}
+</style>
+<table class="tg">
+<thead>
+  <tr>
+    <th class="tg-0pky">APK</th>
+    <th class="tg-0lax">Comment</th>
+    <th class="tg-0pky">Model</th>
+  </tr>
+</thead>
+<tbody>
+  <tr>
+    <td class="tg-0pky">sherpa-onnx-x.y.z-arm64-v8a-kws-zh-wenetspeech-zipformer.apk</td>
+    <td class="tg-0lax">It supports only Chinese.</td>
+    <td class="tg-0pky"><a href="https://github.com/k2-fsa/sherpa-onnx/releases/download/kws-models/sherpa-onnx-kws-zipformer-gigaspeech-3.3M-2024-01-01.tar.bz2">sherpa-onnx-kws-zipformer-gigaspeech-3.3M-2024-01-01.tar.bz2</a></td>
+  </tr>
+  <tr>
+    <td class="tg-0pky">sherpa-onnx-x.y.z-arm64-v8a-kws-en-gigaspeech-zipformer.apk</td>
+    <td class="tg-0lax">It supports only English.</td>
+    <td class="tg-0pky"><a href="https://github.com/k2-fsa/sherpa-onnx/releases/download/kws-models/sherpa-onnx-kws-zipformer-wenetspeech-3.3M-2024-01-01.tar.bz2">sherpa-onnx-kws-zipformer-wenetspeech-3.3M-2024-01-01.tar.bz2</a></td>
+  </tr>
+</tbody>
+</table>
+
+<br/>
+<br/>
+
+<div/>
+    """
+    if "-cn" not in filename:
+        content += """
+        For Chinese users, please <a href="./apk-cn.html">visit this address</a>,
+        which replaces <a href="huggingface.co">huggingface.co</a> with <a href="hf-mirror.com">hf-mirror.com</a>
+        <br/>
+        <br/>
+        中国用户, 请访问<a href="./apk-cn.html">这个地址</a>
+        <br/>
+        <br/>
+        """
+
+    with open(filename, "w") as f:
+        print(content, file=f)
+        for x in files:
+            name = x.rsplit("/", maxsplit=1)[-1]
+            print(f'<a href="{x}" />{name}<br/>', file=f)
+
+
+def main():
+    apk = get_all_files("kws", suffix="*.apk")
+    to_file("./apk-kws.html", apk)
+
+    # for Chinese users
+    apk2 = []
+    for a in apk:
+        a = a.replace("huggingface.co", "hf-mirror.com")
+        apk2.append(a)
+
+    to_file("./apk-kws-cn.html", apk2)
+
+
+if __name__ == "__main__":
+    main()

generate-vad-asr.py

@@ -0,0 +1,169 @@
+#!/usr/bin/env python3
+import os
+import re
+from pathlib import Path
+from typing import List
+
+BASE_URL = "https://huggingface.co/csukuangfj/sherpa-onnx-apk/resolve/main/"
+
+from dataclasses import dataclass
+
+
+@dataclass
+class APK:
+    major: int
+    minor: int
+    patch: int
+    arch: str
+    short_name: str
+
+    def __init__(self, s):
+        # sherpa-onnx-1.9.23-arm64-v8a-vad_asr-en-whisper_tiny.apk
+        #  sherpa-onnx-1.9.23-x86-vad_asr-en-whisper_tiny.apk
+        s = str(s)[len("vad-asr/") :]
+        split = s.split("-")
+        self.major, self.minor, self.patch = list(map(int, split[2].split(".")))
+        self.arch = split[3]
+        self.lang = split[5]
+        self.short_name = split[6]
+        if "arm" in s:
+            self.arch += "-" + split[4]
+            self.lang = split[6]
+            self.short_name = split[7]
+
+        if "armeabi" in self.arch:
+            self.arch = "y" + self.arch
+
+        if "arm64" in self.arch:
+            self.arch = "z" + self.arch
+
+        if "small" in self.short_name:
+            self.short_name = "zzz" + self.short_name
+
+
+def sort_by_apk(x):
+    x = APK(x)
+    return (x.major, x.minor, x.patch, x.arch, x.lang, x.short_name)
+
+
+def generate_url(files: List[str]) -> List[str]:
+    ans = []
+    base = BASE_URL
+    for f in files:
+        ans.append(base + str(f))
+    return ans
+
+
+def get_all_files(d: str, suffix: str) -> List[str]:
+    ans = sorted(Path(d).glob(suffix), key=sort_by_apk, reverse=True)
+    return list(map(lambda x: BASE_URL + str(x), ans))
+
+
+def to_file(filename: str, files: List[str]):
+    content = r"""
+<h1> APKs for VAD + non-streaming speech recognition </h1>
+This page lists the <strong>VAD + non-streaming speech recognition</strong> APKs for <a href="http://github.com/k2-fsa/sherpa-onnx">sherpa-onnx</a>,
+one of the deployment frameworks of <a href="https://github.com/k2-fsa">the Next-gen Kaldi project</a>.
+<br/>
+The name of an APK has the following rule:
+<ul>
+ <li> sherpa-onnx-{version}-{arch}-vad_asr-{lang}-{model}.apk
+</ul>
+where
+<ul>
+ <li> version: It specifies the current version, e.g., 1.9.23
+ <li> arch: The architecture targeted by this APK, e.g., arm64-v8a, armeabi-v7a, x86_64, x86
+ <li> lang: The lang of the model used in the APK, e.g., en for English, zh for Chinese
+ <li> model: The name of the model used in the APK
+</ul>
+
+<br/>
+
+You can download all supported models from
+<a href="https://github.com/k2-fsa/sherpa-onnx/releases/tag/asr-models">https://github.com/k2-fsa/sherpa-onnx/releases/tag/asr-models</a>
+
+<br/>
+<br/>
+
+<!--
+see https://www.tablesgenerator.com/html_tables#
+-->
+
+<style type="text/css">
+.tg  {border-collapse:collapse;border-spacing:0;}
+.tg td{border-color:black;border-style:solid;border-width:1px;font-family:Arial, sans-serif;font-size:14px;
+  overflow:hidden;padding:10px 5px;word-break:normal;}
+.tg th{border-color:black;border-style:solid;border-width:1px;font-family:Arial, sans-serif;font-size:14px;
+  font-weight:normal;overflow:hidden;padding:10px 5px;word-break:normal;}
+.tg .tg-0pky{border-color:inherit;text-align:left;vertical-align:top}
+.tg .tg-0lax{text-align:left;vertical-align:top}
+</style>
+<table class="tg">
+<thead>
+  <tr>
+    <th class="tg-0pky">APK</th>
+    <th class="tg-0lax">Comment</th>
+    <th class="tg-0pky">VAD model</th>
+    <th class="tg-0pky">Non-streaming ASR model</th>
+  </tr>
+</thead>
+<tbody>
+  <tr>
+    <td class="tg-0pky">sherpa-onnx-x.y.z-arm64-v8a-vad_asr-zh-zipformer.apk</td>
+    <td class="tg-0lax">It supports only Chinese.</td>
+    <td class="tg-0pky"><a href="https://github.com/k2-fsa/sherpa-onnx/releases/download/asr-models/silero_vad.onnx">silero_vad.onnx</a></td>
+    <td class="tg-0pky"><a href="https://github.com/k2-fsa/sherpa-onnx/releases/download/asr-models/icefall-asr-zipformer-wenetspeech-20230615.tar.bz2">icefall-asr-zipformer-wenetspeech-20230615</a></td>
+  </tr>
+  <tr>
+    <td class="tg-0pky">sherpa-onnx-x.y.z-arm64-v8a-vad_asr-zh-paraformer.apk</td>
+    <td class="tg-0lax"><span style="font-weight:400;font-style:normal">It supports both Chinese and English.</span></td>
+    <td class="tg-0pky"><a href="https://github.com/k2-fsa/sherpa-onnx/releases/download/asr-models/silero_vad.onnx">silero_vad.onnx</a></td>
+    <td class="tg-0pky"><a href="https://github.com/k2-fsa/sherpa-onnx/releases/download/asr-models/sherpa-onnx-paraformer-zh-2023-03-28.tar.bz2">sherpa-onnx-paraformer-zh-2023-03-28</a></td>
+  </tr>
+  <tr>
+    <td class="tg-0pky">sherpa-onnx-x.y.z-arm64-v8a-vad_asr-en-whisper_tiny.apk</td>
+    <td class="tg-0lax">It supports only English.</td>
+    <td class="tg-0pky"><a href="https://github.com/k2-fsa/sherpa-onnx/releases/download/asr-models/silero_vad.onnx">silero_vad.onnx</a></td>
+    <td class="tg-0pky"><a href="https://github.com/k2-fsa/sherpa-onnx/releases/download/asr-models/sherpa-onnx-whisper-tiny.en.tar.bz2">sherpa-onnx-whisper-tiny.en</a></td>
+  </tr>
+</tbody>
+</table>
+
+<br/>
+<br/>
+
+<div/>
+    """
+    if "-cn" not in filename:
+        content += """
+        For Chinese users, please <a href="./apk-vad-asr-cn.html">visit this address</a>,
+        which replaces <a href="huggingface.co">huggingface.co</a> with <a href="hf-mirror.com">hf-mirror.com</a>
+        <br/>
+        <br/>
+        中国用户, 请访问<a href="./apk-vad-asr.cn.html">这个地址</a>
+        <br/>
+        <br/>
+        """
+
+    with open(filename, "w") as f:
+        print(content, file=f)
+        for x in files:
+            name = x.rsplit("/", maxsplit=1)[-1]
+            print(f'<a href="{x}" />{name}<br/>', file=f)
+
+
+def main():
+    apk = get_all_files("vad-asr", suffix="*.apk")
+    to_file("./apk-vad-asr.html", apk)
+
+    # for Chinese users
+    apk2 = []
+    for a in apk:
+        a = a.replace("huggingface.co", "hf-mirror.com")
+        apk2.append(a)
+
+    to_file("./apk-vad-asr-cn.html", apk2)
+
+
+if __name__ == "__main__":
+    main()

generate-vad.py

@@ -0,0 +1,149 @@
+#!/usr/bin/env python3
+import os
+import re
+from pathlib import Path
+from typing import List
+
+BASE_URL = "https://huggingface.co/csukuangfj/sherpa-onnx-apk/resolve/main/"
+
+from dataclasses import dataclass
+
+
+@dataclass
+class APK:
+    major: int
+    minor: int
+    patch: int
+    arch: str
+    short_name: str
+
+    def __init__(self, s):
+        # sherpa-onnx-1.9.23-arm64-v8a-silero_vad.apk
+        # sherpa-onnx-1.9.23-x86-silero_vad.apk
+        s = str(s)[len("asr/") :]
+        split = s.split("-")
+        self.major, self.minor, self.patch = list(map(int, split[2].split(".")))
+        self.arch = split[3]
+        self.short_name = split[4]
+        if "arm" in s:
+            self.arch += "-" + split[4]
+            self.short_name = split[5]
+
+        if "armeabi" in self.arch:
+            self.arch = "y" + self.arch
+
+        if "arm64" in self.arch:
+            self.arch = "z" + self.arch
+
+
+def sort_by_apk(x):
+    x = APK(x)
+    return (x.major, x.minor, x.patch, x.arch, x.short_name)
+
+
+def generate_url(files: List[str]) -> List[str]:
+    ans = []
+    base = BASE_URL
+    for f in files:
+        ans.append(base + str(f))
+    return ans
+
+
+def get_all_files(d: str, suffix: str) -> List[str]:
+    ans = sorted(Path(d).glob(suffix), key=sort_by_apk, reverse=True)
+    return list(map(lambda x: BASE_URL + str(x), ans))
+
+
+def to_file(filename: str, files: List[str]):
+    content = r"""
+<h1> APKs for VAD </h1>
+This page lists the <strong>VAD</strong> APKs for <a href="http://github.com/k2-fsa/sherpa-onnx">sherpa-onnx</a>,
+one of the deployment frameworks of <a href="https://github.com/k2-fsa">the Next-gen Kaldi project</a>.
+<br/>
+The name of an APK has the following rule:
+<ul>
+ <li> sherpa-onnx-{version}-{arch}-{model}.apk
+</ul>
+where
+<ul>
+ <li> version: It specifies the current version, e.g., 1.9.23
+ <li> arch: The architecture targeted by this APK, e.g., arm64-v8a, armeabi-v7a, x86_64, x86
+ <li> model: The name of the model used in the APK
+</ul>
+
+<br/>
+
+You can download all supported models from
+<a href="https://github.com/k2-fsa/sherpa-onnx/releases/tag/asr-models">https://github.com/k2-fsa/sherpa-onnx/releases/tag/asr-models</a>
+
+<br/>
+<br/>
+
+<!--
+see https://www.tablesgenerator.com/html_tables#
+-->
+
+<style type="text/css">
+.tg  {border-collapse:collapse;border-spacing:0;}
+.tg td{border-color:black;border-style:solid;border-width:1px;font-family:Arial, sans-serif;font-size:14px;
+  overflow:hidden;padding:10px 5px;word-break:normal;}
+.tg th{border-color:black;border-style:solid;border-width:1px;font-family:Arial, sans-serif;font-size:14px;
+  font-weight:normal;overflow:hidden;padding:10px 5px;word-break:normal;}
+.tg .tg-0pky{border-color:inherit;text-align:left;vertical-align:top}
+.tg .tg-0lax{text-align:left;vertical-align:top}
+</style>
+<table class="tg">
+<thead>
+  <tr>
+    <th class="tg-0pky">APK</th>
+    <th class="tg-0lax">Comment</th>
+    <th class="tg-0pky">Model</th>
+  </tr>
+</thead>
+<tbody>
+  <tr>
+    <td class="tg-0pky">sherpa-onnx-x.y.z-arm64-v8a-silero_vad.apk</td>
+    <td class="tg-0lax">It uses <a href="https://github.com/snakers4/silero-vad">https://github.com/snakers4/silero-vad</a></td>
+    <td class="tg-0pky"><a href="https://github.com/k2-fsa/sherpa-onnx/releases/download/asr-models/silero_vad.onnx">silero_vad.onnx</a></td>
+  </tr>
+</tbody>
+</table>
+
+<br/>
+<br/>
+
+<div/>
+    """
+    if "-cn" not in filename:
+        content += """
+        For Chinese users, please <a href="./apk-cn.html">visit this address</a>,
+        which replaces <a href="huggingface.co">huggingface.co</a> with <a href="hf-mirror.com">hf-mirror.com</a>
+        <br/>
+        <br/>
+        中国用户, 请访问<a href="./apk-cn.html">这个地址</a>
+        <br/>
+        <br/>
+        """
+
+    with open(filename, "w") as f:
+        print(content, file=f)
+        for x in files:
+            name = x.rsplit("/", maxsplit=1)[-1]
+            print(f'<a href="{x}" />{name}<br/>', file=f)
+
+
+def main():
+    apk = get_all_files("vad", suffix="*.apk")
+    to_file("./apk-vad.html", apk)
+
+    # for Chinese users
+    apk2 = []
+    for a in apk:
+        a = a.replace("huggingface.co", "hf-mirror.com")
+        apk2.append(a)
+
+    to_file("./apk-vad-cn.html", apk2)
+
+
+if __name__ == "__main__":
+    main()

kws/sherpa-onnx-kws-gigaspeech-en-1.9.23-arm64-v8a.apk

@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:724dcf9b581591c4f66e89c4e38171eab260669f07ce007937872d06ab0526b0
-size 26877670

kws/sherpa-onnx-kws-gigaspeech-en-1.9.23-armeabi-v7a.apk

@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:c37822c1bb4d6ac90110697ccdbe70ebe32462bd50e2bca76abd1df6026e31b8
-size 25526012

kws/sherpa-onnx-kws-gigaspeech-en-1.9.23-x86.apk

@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:6e6b8d9abf62e4f629439ebba97991ccfbd31ee5fc0be379dc2525543f5ade79
-size 28098212

kws/sherpa-onnx-kws-gigaspeech-en-1.9.23-x86_64.apk

@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:0cadd76e29d0223ec2aaad5edf4d67732e7edc2cd60685789c302e88fe78b7b6
-size 27803333

kws/sherpa-onnx-kws-wenetspeech-zh-1.9.23-arm64-v8a.apk

@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:b193096bdc0fdd8da51e05d6125a266fd688ff59a02d3d847883239e4c8ce277
-size 26054265

kws/sherpa-onnx-kws-wenetspeech-zh-1.9.23-armeabi-v7a.apk

@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:3acf03d502b23dd4b7982f1fcc26695c332b1a9de5de24b30dd8f62e5e7cbd1b
-size 24706703

kws/sherpa-onnx-kws-wenetspeech-zh-1.9.23-x86.apk

@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:6ef5a6c868ed9bfbbf829b98890e912d271a56cca9b23697640947952bf322a4
-size 27278903

kws/sherpa-onnx-kws-wenetspeech-zh-1.9.23-x86_64.apk

@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:0f2faa7df7dac2486833e605abc561657030cd1633f197b8eacf5429bf17aad3
-size 26979928