Create README.md

README.md

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+---
+datasets: 
+  - Tedlium3
+language: 
+  - en
+license: cc-by-nc-nd-3.0
+metrics: 
+  - 
+    name: "dev"
+    type: wer
+    value: 5.60
+  - 
+    name: "test"
+    type: wer
+    value: 5.33
+tags: 
+  - k2
+  - icefall
+---
+
+# Tedlium3
+
+This is an ASR ctc attention encoder-decoder recipe for the Tedlium3 corpus.
+The encoder is the re-worked conformer model.
+Language models are downloaded from https://kaldi-asr.org/models/m5
+
+## Performance Record
+
+### conformer_ctc2
+
+| Decodeing method         | dev WER    | test WER |
+|--------------------------|------------|---------|
+| ctc-decoding             |  6.37   | 5.92  |
+| 1best                    |  5.88   | 5.46  |
+| whole-lattice-rescoring  |  5.90   | 5.48  |
+| attention-decoder        |  5.60   | 5.33  |
+
+See the [recipe](https://github.com/k2-fsa/icefall/tree/master/egs/tedlium3/ASR/conformer_ctc2) for details.