Task List for DS2 on Paddle
Created by: xinghai-sun
For tracking progress of key tasks:
- Warp-CTC‘s numerical instability problem and INF bug.
- Bad convergence for THCHS-30.
- Performance drop for latest paddle version.
- Inconsistent results between trainer.test and inference.infer (issue).
- Prefix-beam-search decoder's difference with speech_dl codes.
- Double check for the reliability of Paddle-v2 (by comparing V1 and V2).
- Experimenting with MFCC.
- Kubernetes running and profiling.
- Performance profiling.
- Make autoset for cudnn-conv and cudnn-batch-norm.
- Speed difference for gpu-00 and gpu-01 machines.
- Debug for incorrect inferencing with multiple GPUs (issue).
- Unicom-3k data preprocessing.
- Remove padding steps from ctc loss computation.
- Fix CUDNN_STATUS_NOT_SUPPORTED error (Issue).
- Make setup.sh more robust. #177 #182
- Add a real-time ASR demo (server + client) (PR).