update ctc_beam_search_decoder design doc #2423
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xinghai-sun
previously requested changes
Jun 27, 2017
doc/design/speech/README.MD
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| </div> | ||
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| - The **Beam Search Decoder** for DS2 CTC-trained network follows the similar approach in \[[3](#references)\] with a modification for the ambiguous part, as shown in Figure 2. | ||
| - An **external defined scorer** would be passed into the decoder to evaluate a candidate prefix during decoding whenever a space character appended. |
doc/design/speech/README.MD
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| Figure 2. Algorithm for Beam Search Decoder. | ||
| </div> | ||
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| - The **Beam Search Decoder** for DS2 CTC-trained network follows the similar approach in \[[3](#references)\] with a modification for the ambiguous part, as shown in Figure 2. |
There was a problem hiding this comment.
What is the ambiguous part and what is the modification? Could you please add more details?
doc/design/speech/README.MD
Outdated
|
|
||
| - The **Beam Search Decoder** for DS2 CTC-trained network follows the similar approach in \[[3](#references)\] with a modification for the ambiguous part, as shown in Figure 2. | ||
| - An **external defined scorer** would be passed into the decoder to evaluate a candidate prefix during decoding whenever a space character appended. | ||
| - Such scorer is a unified class, may consisting of language model, word count or any customed evaluators. |
There was a problem hiding this comment.
- --> any other custom scorers.
- What do you mean by "a unified class"?
- Remove "may".
doc/design/speech/README.MD
Outdated
| - The **Beam Search Decoder** for DS2 CTC-trained network follows the similar approach in \[[3](#references)\] with a modification for the ambiguous part, as shown in Figure 2. | ||
| - An **external defined scorer** would be passed into the decoder to evaluate a candidate prefix during decoding whenever a space character appended. | ||
| - Such scorer is a unified class, may consisting of language model, word count or any customed evaluators. | ||
| - The **language model** is built from Task 5, with a parameter should be carefully tuned to achieve minimum WER/CER (c.f. Task 7) |
There was a problem hiding this comment.
a parameters --> parameters
kuke
commented
Jan 31, 2018
doc/design/speech/README.MD
Outdated
| Figure 2. Algorithm for Beam Search Decoder. | ||
| </div> | ||
|
|
||
| - The **Beam Search Decoder** for DS2 CTC-trained network follows the similar approach in \[[3](#references)\] with a modification for the ambiguous part, as shown in Figure 2. |
doc/design/speech/README.MD
Outdated
| </div> | ||
|
|
||
| - The **Beam Search Decoder** for DS2 CTC-trained network follows the similar approach in \[[3](#references)\] with a modification for the ambiguous part, as shown in Figure 2. | ||
| - An **external defined scorer** would be passed into the decoder to evaluate a candidate prefix during decoding whenever a space character appended. |
doc/design/speech/README.MD
Outdated
|
|
||
| - The **Beam Search Decoder** for DS2 CTC-trained network follows the similar approach in \[[3](#references)\] with a modification for the ambiguous part, as shown in Figure 2. | ||
| - An **external defined scorer** would be passed into the decoder to evaluate a candidate prefix during decoding whenever a space character appended. | ||
| - Such scorer is a unified class, may consisting of language model, word count or any customed evaluators. |
doc/design/speech/README.MD
Outdated
| - The **Beam Search Decoder** for DS2 CTC-trained network follows the similar approach in \[[3](#references)\] with a modification for the ambiguous part, as shown in Figure 2. | ||
| - An **external defined scorer** would be passed into the decoder to evaluate a candidate prefix during decoding whenever a space character appended. | ||
| - Such scorer is a unified class, may consisting of language model, word count or any customed evaluators. | ||
| - The **language model** is built from Task 5, with a parameter should be carefully tuned to achieve minimum WER/CER (c.f. Task 7) |
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update design doc for beam search with CTC and LM #2230