diff --git a/README.md b/README.md
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@@ -79,18 +79,18 @@ Avant la fusion des communes, Rouge-Thier faisait partie de la commune de Louvei
 
 ### Offline Inference
 * **Data preprocessing**: Follow the instructions in the [document](https://github.com/ictnlp/NAST-S2x/blob/main/Preprocessing.md).
-* **Generate Acoustic Unit**: Excute [``offline_s2u_infer.sh``](https://github.com/ictnlp/NAST-S2x/blob/main/test_scripts/offline_s2u_infer.sh)
-* **Generate Waveform**: Excute [``offline_wav_infer.sh``](https://github.com/ictnlp/NAST-S2x/blob/main/test_scripts/offline_wav_infer.sh)
+* **Generate Acoustic Unit**: Execute [``offline_s2u_infer.sh``](https://github.com/ictnlp/NAST-S2x/blob/main/test_scripts/offline_s2u_infer.sh)
+* **Generate Waveform**: Execute [``offline_wav_infer.sh``](https://github.com/ictnlp/NAST-S2x/blob/main/test_scripts/offline_wav_infer.sh)
 * **Evaluation**: Using Fairseq's [ASR-BLEU evaluation toolkit](https://github.com/facebookresearch/fairseq/tree/main/examples/speech_to_speech/asr_bleu)
 ### Simultaneous Inference
 * We use our customized fork of [``SimulEval: b43a7c``](https://github.com/Paulmzr/SimulEval/tree/b43a7c7a9f20bb4c2ff48cf1bc573b4752d7081e) to evaluate the model in simultaneous inference.  This repository is built upon the official [``SimulEval: a1435b``](https://github.com/facebookresearch/SimulEval/tree/a1435b65331cac9d62ea8047fe3344153d7e7dac) and includes additional latency scorers.
 * **Data preprocessing**: Follow the instructions in the [document](https://github.com/ictnlp/NAST-S2x/blob/main/Preprocessing.md).
-* **Streaming Generation and Evaluation**: Excute [``streaming_infer.sh``](https://github.com/ictnlp/NAST-S2x/blob/main/test_scripts/streaming_infer.sh)
+* **Streaming Generation and Evaluation**: Execute [``streaming_infer.sh``](https://github.com/ictnlp/NAST-S2x/blob/main/test_scripts/streaming_infer.sh)
 
 ## Train your own NAST-S2X
 * **Data preprocessing**: Follow the instructions in the [document](https://github.com/ictnlp/NAST-S2x/blob/main/Preprocessing.md).
-* **CTC Pretraining**: Excute [``train_ctc.sh``](https://github.com/ictnlp/NAST-S2x/blob/main/train_scripts/train_ctc.sh)
-* **NMLA Training**: Excute [``train_nmla.sh``](https://github.com/ictnlp/NAST-S2x/blob/main/train_scripts/train_nmla.sh)
+* **CTC Pretraining**: Execute [``train_ctc.sh``](https://github.com/ictnlp/NAST-S2x/blob/main/train_scripts/train_ctc.sh)
+* **NMLA Training**: Execute [``train_nmla.sh``](https://github.com/ictnlp/NAST-S2x/blob/main/train_scripts/train_nmla.sh)
 
 ## Citing