Merge branch 'main' of https://huggingface.co/johnBamma/icefall-asr-ksponspeech-zipformer-2024-06-24

README.md

@@ -5,4 +5,45 @@ language:
 pipeline_tag: automatic-speech-recognition
 tags:
 - icefall
----
+---
+
+See https://github.com/k2-fsa/icefall/pull/1664
+
+# icefall-asr-ksponspeech-zipformer-2024-06-24
+
+KsponSpeech is a large-scale spontaneous speech corpus of Korean.
+This corpus contains 969 hours of open-domain dialog utterances,
+spoken by about 2,000 native Korean speakers in a clean environment.
+
+All data were constructed by recording the dialogue of two people
+freely conversing on a variety of topics and manually transcribing the utterances.
+
+The transcription provides a dual transcription consisting of orthography and pronunciation,
+and disfluency tags for spontaneity of speech, such as filler words, repeated words, and word fragments.
+
+The original audio data has a pcm extension.
+During preprocessing, it is converted into a file in the flac extension and saved anew.
+
+KsponSpeech is publicly available on an open data hub site of the Korea government.
+The dataset must be downloaded manually.
+
+For more details, please visit:
+
+ - Dataset: https://aihub.or.kr/aihubdata/data/view.do?currMenu=115&topMenu=100&aihubDataSe=realm&dataSetSn=123
+ - Paper: https://www.mdpi.com/2076-3417/10/19/6936
+
+### zipformer (Zipformer + pruned statelss transducer)
+
+#### [zipformer](./zipformer)
+
+Number of model parameters: 74,778,511, i.e., 74.78 M
+
+##### Training on KsponSpeech (with MUSAN)
+
+The CERs are:
+
+| decoding method      | eval_clean | eval_other | comment             |
+|----------------------|------------|------------|---------------------|
+| greedy search        | 10.60      | 11.56      | --epoch 30 --avg 9  |
+| fast beam search     | 10.59      | 11.54      | --epoch 30 --avg 9  |
+| modified beam search | 10.35      | 11.35      | --epoch 30 --avg 9  |