I have created custom citrinet model with nemo using WPE tokenizer on EN dataset. This model is transcribing wavs correctly when using in “nemo world” in jupyter notebook.
After that I converted it to riva using nemo2riva tool
When I tried to build it using riva-build there was error
2021-10-02 08:07:26,365 [INFO] Packing binaries for nn
2021-10-02 08:07:27,086 [INFO] Trying to extract from model test.riva
2021-10-02 08:07:27,716 [INFO] Packing binaries for lm_decoder
2021-10-02 08:07:27,716 [INFO] Trying to copy model binary from /tmp/tmpxnxemwyf/vocab.txt into rmir at /data/rmir/test.rmir.
2021-10-02 08:07:28,435 [INFO] Trying to extract from model test.riva
2021-10-02 08:07:29,075 [WARNING] Could not extract tokenizer.model to /tmp/tmpu99di62d, continuing
2021-10-02 08:07:29,085 [WARNING] Continuing with next model after failed extract
2021-10-02 08:07:29,086 [ERROR] Could not find required binary for lm_decoder at location tokenizer.model
2021-10-02 08:07:29,086 [INFO] Packing binaries for rescorer
2021-10-02 08:07:29,087 [INFO] Trying to copy model binary from /tmp/tmpxnxemwyf/vocab.txt into rmir at /data/rmir/test.rmir.
2021-10-02 08:07:29,088 [INFO] Packing binaries for vad
2021-10-02 08:07:29,088 [INFO] Trying to copy model binary from /tmp/tmpxnxemwyf/vocab.txt into rmir at /data/rmir/test.rmir.
Exception ignored in: <function RMIR.del at 0x7f82fb6e75e0>
Traceback (most recent call last):
File “/opt/conda/lib/python3.8/site-packages/servicemaker/rmir/rmir.py”, line 49, in del
self._eff_ctx.exit(None, None, None)
File “/opt/conda/lib/python3.8/contextlib.py”, line 120, in exit
File “”, line 327, in create
File “”, line 263, in save_to
File “”, line 34, in crc32_file
FileNotFoundError: [Errno 2] No such file or directory: ‘/tmp/tmpw517zv1h/lm_decoder-tokenizer.model’
after some digging i find out that in citrinet model using SPE tokenizer there is file lm_decoder-tokenizer.model packed in nemo.
Then I figure out that riva-build is python package. And after hour with crazy debug print warnings written in vim I detect problem.
In file /opt/conda/lib/python3.8/site-packages/servicemaker/pipelines/asr.py on line 351 I have to change
if self.tokenizer_model != "": to
if self.tokenizer_model == "spe":
After this “quickhack” it is magically working and build and deploy is performed without errors and riva started successfully (and custom model is possible to call).
Is there some official bugreport for riva?
Thanks for great work!