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docker-deepspeech-server's Introduction

Docker DeepSpeech Server

This is a dockerfile to serve a deepspeech server.

How to use this image

docker run -dt --name deepspeech -p 0.0.0.0:8080:8080 -v [host-model-path]:/opt/deepspeech romainsah/deepspeech-server:latest

where [host-model-path] is a host directory that contains the deepspeech server configuration file, the model file, and the scorer file.

Running on GPU

docker run -dt --gpus all --name deepspeech -p 0.0.0.0:8080:8080 -v [host-model-path]:/opt/deepspeech romainsah/deepspeech-server:latest-gpu

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docker-deepspeech-server's Issues

Integrate into main repo

The normal convention with Dockerfiles is to put them in the root directory of the main project. Perhaps this should be done here?

Server fails to respond in docker, but not outside

With your docker container running, if I then do:

curl -X POST --data-binary @foo.wav http://localhost:8080/stt

... where foo.wav is a wave file with some speech, I get:

curl: (56) Recv failure: Connection reset by peer

... and I see nothing in the output on the deepspeech-server container (beyond the initial startup messages).

If I run the exact same commands in the dockerfile, just in a virtualenv, natively on my machine (Debian bullseye/testing), and then start up the server, then it works fine; the server responds with the expected text from the wave file.

Any ideas? I'm a bit new to docker, so I'm not sure what exactly about the environment is different.

error if using deepspeech-gpu

hi, if i tried to use deepspeech-gpu instead, it throws the error as below

ImportError: libcublas.so.8.0: cannot open shared object file: No such file or directory

I am using nvidia-docker

Issue with versions?

I've been trying to get this working but I receive a strange error on startup:
Top line(s):
deepspeech-server | Exception in callback None()
deepspeech-server | handle: <Handle cancelled>
deepspeech-server | Traceback (most recent call last):
deepspeech-server | File "/usr/local/lib/python3.7/asyncio/events.py", line 88, in _run

Final line:
deepspeech-server | AttributeError: 'x' object has no attribute 'lm_alpha'

I noticed that it's been a while since the last update and I can see that the latest python is being pulled. Is there a possible issue with versions?

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