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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-built Flutter APPs
Description | URL | 中国用户 |
---|---|---|
Streaming speech recognition | 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
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Hashes for sherpa_onnx-1.10.2-cp37-cp37m-win_amd64.whl
Algorithm | Hash digest | |
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SHA256 | fc3641c3fd6f9df49c1f01289659f59f0006a4fd25fb1a91b8eba716640aa10e |
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MD5 | 1e36558b12ea6015d01c1ce4d3346740 |
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BLAKE2b-256 | b1bcd2bd8a38bf7e1e0a7ae8e4e71d73d93cfb93afbe9b12cf1b293ed84882ed |
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Hashes for sherpa_onnx-1.10.2-cp37-cp37m-win32.whl
Algorithm | Hash digest | |
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SHA256 | 50cf9e49973d3a8fc99fe3cd89f17bab6752b4383292d192a684542ee20dea0a |
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MD5 | f2cd98ee108935e7226ad6a456115cf1 |
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BLAKE2b-256 | ed47683ac47c71a947e560d6ec333b818bed86d41ac04db11596d2e4dd7bc421 |
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Hashes for sherpa_onnx-1.10.2-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm | Hash digest | |
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SHA256 | 2e0f3afe2979caa6396b5587873c294cf00d810c6638c58c515601d09c6097b4 |
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MD5 | 3520a6576955b999fba3c433dc5e9c42 |
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BLAKE2b-256 | 4bbd72bd346d01d322af6e0edc250e5efdf7fa7b85a8ce8ac36462e468fc0158 |
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Hashes for sherpa_onnx-1.10.2-cp37-cp37m-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm | Hash digest | |
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SHA256 | a1e75d097fc1b2b1b1af7ae83e859ccd945f6ed3c350a3771728ff98c1baa244 |
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MD5 | 8835bf8176ffc95179564f897b2504be |
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BLAKE2b-256 | fb1069b96c0f61664bc98d8c057c1e99822133f68b1442c3b09fde12a71ec846 |
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Hashes for sherpa_onnx-1.10.2-cp37-cp37m-macosx_11_0_x86_64.whl
Algorithm | Hash digest | |
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SHA256 | 5f0436a7ef0f3412e5e9ddf0d6d8855683368def6de709b56dc51fb7dfbd21da |
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MD5 | 509aca8ddf1f6b676f509449e2939da0 |
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BLAKE2b-256 | 7d7c8df6ad41b98bd1306d30366059e86447ae3ec20d7fe354e086942ef136c8 |
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Hashes for sherpa_onnx-1.10.2-cp37-cp37m-linux_armv7l.whl
Algorithm | Hash digest | |
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SHA256 | c1e3aa7ee49db671d62aac7b14c871d7a97d46f12291b5806031e2b9f2fd267e |
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MD5 | 8a9a82d6b32dcb2351695b9c1fe3111b |
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BLAKE2b-256 | a65dc11f496260037601a3353a948a4b824b1f32d2db895f3b7157778875f0d2 |