Sentence examples for noisy training from inspiring English sources

This paper studies how to learn accurate ranking functions from noisy training data for information retrieval.

Therefore, it helps to learn a more accurate model from noisy training data.

Both the DAE and the noisy training approaches corrupt NN inputs by randomly sampled noises.

Figure 4 Performance of noisy training with cafeteria noise injected ( σ =0. 01).

In the second set of experiments, multiple noises are injected when performing noisy training.

Figure 3 Performance of noisy training with car noise injected ( σ =0. 01).

Besides white noise, in general, any noise can be used to conduct the noisy training.

Figure 2 Performance of noisy training with white noise injected ( σ =0. 01).

We proposed a noisy training approach for DNN-based speech recognition.

The 4 × 16 sets of noisy training data were used to construct 64 sets of HMMs.

This paper presents a noisy training approach for DNN-based ASR.