Update README.md

README.md

@@ -25,13 +25,13 @@ This manifest is an attempt to recreate the Text-to-Speech recipe used for train
 
 ### Tools
 
-- [manifest/utils](./manifest/utils/) is used to downsample waveform, extract speaker embedding, generate manifest, and apply vocoder.
-- [pretrained_vocoder](./pretrained_vocoder/) provides the pre-trained vocoder.
+- `manifest/utils` is used to downsample waveform, extract speaker embedding, generate manifest, and apply vocoder.
+- `pretrained_vocoder` provides the pre-trained vocoder.
 
 ### Model and Samples
 
-- [speecht5_tts.pt](./speecht5_tts.pt) are reimplemented Text-to-Speech fine-tuning on the released manifest **but with a smaller batch size or max updates** (Ensure the manifest is ok).
-- [samples](./samples/) are created by the released fine-tuned model and vocoder.
+- [`speecht5_tts.pt`](./speecht5_tts.pt) are reimplemented Text-to-Speech fine-tuning on the released manifest **but with a smaller batch size or max updates** (Ensure the manifest is ok).
+- `samples` are created by the released fine-tuned model and vocoder.
 
 ### Reference