🦜🔗 langchain-funasr
FunASR integration for LangChain — transcribe audio to LangChain Documents with self-hosted speech-to-text.
Powered by SenseVoice / Paraformer / Fun-ASR-Nano: runs locally, no cloud API, strong on Chinese and 50+ languages.
Install
pip install langchain-funasr
Usage
from langchain_funasr import FunASRLoader
loader = FunASRLoader("meeting.wav", model="iic/SenseVoiceSmall", device="cuda")
docs = loader.load()
print(docs[0].page_content)
Use the parser directly with blob pipelines:
from langchain_core.document_loaders import Blob
from langchain_funasr import FunASRParser
parser = FunASRParser(model="FunAudioLLM/SenseVoiceSmall", hub="hf", device="cuda")
docs = list(parser.lazy_parse(Blob.from_path("audio.wav")))
Options
| Arg | Default | Notes |
|---|---|---|
model |
iic/SenseVoiceSmall |
Any FunASR model (SenseVoice / Paraformer / Fun-ASR-Nano) |
hub |
ms |
ms (ModelScope) or hf (HuggingFace) |
device |
cpu |
e.g. cuda, cuda:0 |
language |
auto |
SenseVoice: auto/zh/en/yue/ja/ko |
vad_model |
fsmn-vad |
Built-in VAD handles long audio of any length |
Why FunASR
- Self-hosted — no API keys, no data leaving your machine.
- Fast — SenseVoice is non-autoregressive, far faster than Whisper.
- Strong on Chinese + 50+ languages.
⭐ If this helps, star FunASR and SenseVoice.
License
Apache-2.0
1 maintainer
Metadata
1 maintainer
Release files for langchain-funasr 0.1.0
For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.
Source distribution (sdist)
| File | Size | Uploaded | |
|---|---|---|---|
| langchain_funasr-0.1.0.tar.gz | 3.4 kB | Details |
Built distribution (wheel)
| File | Interpreter | ABI | Platform | Reset |
|---|---|---|---|---|
| langchain_funasr-0.1.0-py3-none-any.whl | Python 3 | none | any | Details |
Total release size: 7.9 kB
Release files / langchain_funasr-0.1.0.tar.gz
| Download URL | langchain_funasr-0.1.0.tar.gz |
|---|---|
| Size | 3.4 kB |
| Tags | Source |
|
SHA-256 checksum How to use checksums |
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No |
| Uploaded via |
twine/6.2.0 CPython/3.12.3
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Release files / langchain_funasr-0.1.0-py3-none-any.whl
| Download URL | langchain_funasr-0.1.0-py3-none-any.whl |
|---|---|
| Size | 4.4 kB |
| Tags | Python 3 |
|
SHA-256 checksum How to use checksums |
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No |
| Uploaded via |
twine/6.2.0 CPython/3.12.3
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