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Project description
Supported functions
Speech recognition | Speech synthesis | Speaker verification | Speaker identification |
---|---|---|---|
✔️ | ✔️ | ✔️ | ✔️ |
Spoken Language identification | Audio tagging | Voice activity detection | Keyword spotting |
---|---|---|---|
✔️ | ✔️ | ✔️ | ✔️ |
Supported platforms
Architecture | Android | iOS | Windows | macOS | linux |
---|---|---|---|---|---|
x64 | ✔️ | ✔️ | ✔️ | ✔️ | |
x86 | ✔️ | ✔️ | |||
arm64 | ✔️ | ✔️ | ✔️ | ✔️ | ✔️ |
arm32 | ✔️ | ✔️ | |||
riscv64 | ✔️ |
Supported programming languages
C++ | C | Python | C# | Java | JavaScript | Kotlin | Swift | Go | Dart |
---|---|---|---|---|---|---|---|---|---|
✔️ | ✔️ | ✔️ | ✔️ | ✔️ | ✔️ | ✔️ | ✔️ | ✔️ | ✔️ |
It also supports WebAssembly.
Introduction
This repository supports running the following functions locally
- Speech-to-text (i.e., ASR); both streaming and non-streaming are supported
- Text-to-speech (i.e., TTS)
- Speaker identification
- Speaker verification
- Spoken language identification
- Audio tagging
- VAD (e.g., silero-vad)
- Keyword spotting
on the following platforms and operating systems:
- x86,
x86_64
, 32-bit ARM, 64-bit ARM (arm64, aarch64), RISC-V (riscv64) - Linux, macOS, Windows, openKylin
- Android, WearOS
- iOS
- NodeJS
- WebAssembly
- Raspberry Pi
- RV1126
- LicheePi4A
- VisionFive 2
- 旭日X3派
- etc
with the following APIs
- C++, C, Python, Go,
C#
- Java, Kotlin, JavaScript
- Swift
- Dart
Links for pre-built Android APKs
Description | URL | 中国用户 |
---|---|---|
Streaming speech recognition | Address | 点此 |
Text-to-speech | Address | 点此 |
Voice activity detection (VAD) | Address | 点此 |
VAD + non-streaming speech recognition | Address | 点此 |
Two-pass speech recognition | Address | 点此 |
Audio tagging | Address | 点此 |
Audio tagging (WearOS) | Address | 点此 |
Speaker identification | Address | 点此 |
Spoken language identification | Address | 点此 |
Keyword spotting | Address | 点此 |
Links for pre-trained models
Description | URL |
---|---|
Speech recognition (speech to text, ASR) | Address |
Text-to-speech (TTS) | Address |
VAD | Address |
Keyword spotting | Address |
Audio tagging | Address |
Speaker identification (Speaker ID) | Address |
Spoken language identification (Language ID) | See multi-lingual Whisper ASR models from Speech recognition |
Punctuation | Address |
Useful links
- Documentation: https://k2-fsa.github.io/sherpa/onnx/
- Bilibili 演示视频: https://search.bilibili.com/all?keyword=%E6%96%B0%E4%B8%80%E4%BB%A3Kaldi
How to reach us
Please see https://k2-fsa.github.io/sherpa/social-groups.html for 新一代 Kaldi 微信交流群 and QQ 交流群.
Project details
Release history Release notifications | RSS feed
Download files
Download the file for your platform. If you're not sure which to choose, learn more about installing packages.
Source Distribution
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SHA256 | 3db294052f5d94c055b84ed91dd13137f51784481ef5389ac81144611cff2d56 |
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MD5 | 4c48521f99b772e84f7a631abd34f455 |
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BLAKE2b-256 | 30c8e8ddb50cfb1de258e801ce1d81b1c9c2917e73a3d41888cf65af514c0e00 |
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Hashes for sherpa_onnx-1.10.1-cp37-cp37m-win32.whl
Algorithm | Hash digest | |
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SHA256 | 7b848b90ff07e5e6db7b8a4a853f31edb5c99b5c56036db11c182a2a43dcd0f6 |
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MD5 | d2016e510a2287d4bb498acd251c0504 |
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BLAKE2b-256 | 2539837b4175d614ef5104b1de8df57a58f05ce22b80a3b841e5c24ccdedee42 |
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Hashes for sherpa_onnx-1.10.1-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm | Hash digest | |
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SHA256 | 2a664708b9e957f3349f6c252f31344a3744333cf1a1a55cd4121c9f305d16b3 |
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MD5 | 373b6c1fdf3e06dd3b8609017e71bbf9 |
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BLAKE2b-256 | e52c6e81574de0186fdb4f9fc96ee5a53b2b8c33f6a45f34230053fcda88ae9d |
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Hashes for sherpa_onnx-1.10.1-cp37-cp37m-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | a68e271f47a079455d2de81961a28beefbabf743d345f85f0bff282432e01e27 |
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MD5 | 16839c511c35851cdf363e7feab4a21f |
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BLAKE2b-256 | 0cd9b4f30379328d7fc70985ee9f97bab1717cd8a183209b65d0c002dc49f117 |
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Hashes for sherpa_onnx-1.10.1-cp37-cp37m-macosx_11_0_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 212a9a34edf02a7dadd9aa4c71bb92179eea8644f4a617d774d53bfe9f925024 |
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MD5 | cccaf2bc554d090f225944514cb87a5b |
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BLAKE2b-256 | 0fdc1caee5225b13d03b0cb5c452196119ebb963caba14d046e38a17ffbbfbc5 |
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Hashes for sherpa_onnx-1.10.1-cp37-cp37m-linux_armv7l.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | debb128e0eab8e9fef0de5e72e2b2867e929a3973d901e252bee09d2f5e32a86 |
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MD5 | 5b8008d1ff7a8b12faaeb9cbea5efea8 |
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BLAKE2b-256 | b2b2b85e20c9533e45850b5ed97514e2cabc15b914e43ad2e97c8c317e897c9f |