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Appreciate for the job on supporting RNN-T training on CPU (models/language_modeling/pytorch/rnnt/training/cpu), just quick evaluated the training code and found that WER would keep in 1.00 after even…
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I am getting nan outputs from the encoder of pruned transducer streaming model.
tensor([[[nan, nan, nan, ..., nan, nan, nan],
[nan, nan, nan, ..., nan, nan, nan],
[nan, nan, nan…
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Hi!
I am currently working on a streaming Transformer Transducer (T-T) myself (using Tensorflow) but I'm struggling to get started with the actual inference part. I've been referred to your reposit…
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I am looking at the beam search decoding script for RNN-T models in espnet1 https://github.com/espnet/espnet/blob/c4aba12f9de93cb021e869a2ecce61da18b0c484/espnet/nets/beam_search_transducer.py#L247. I…
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I am try to use this implementation with apex half precision training, but it can't.
showing that it need float rather that half:
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File "/data/asr_v3/src/model/transformer_transduc…
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I have trained a Conformer model using my own custom dataset in Thai. However, GPU Utilization seems to be pretty low as the training speed is pretty slow (~2 s/batch). The GPU was utilized by around …
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## Title & Topic
- sequence prediction 분야에서의 transduction, transductive learning 개념과 방법론을 알아본다
- transducer로서의 RNN 개념을 파악한다
- transduction에서 파생된 트랜스포머 네트워크 개념을 이해한다
## Upload schedule
- [x]…
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Hello,
I am trying to take this [pre-trained RNN-T model saved as h5](https://drive.google.com/drive/folders/1rYpiYF0F9JIsAKN2DCFFtEdfNzVbBLHe) and convert it to tflite.
I have installed the req…
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I am trying to install nvida apex on a docker image `nvidia/cuda:12.1.0-devel-ubuntu22.04` running on windows 11. wsl2 is installed and I am able to do `nvidia-smi` and `nvcc --version` in both docker…
AvisP updated
3 weeks ago
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Hello! I am trying to run the contextnet_transcducer now with:
```nohup python ./openspeech_cli/hydra_train.py dataset=librispeech dataset.dataset_download=False dataset.dataset_path="../..//databa…