Update README.md

README.md

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+Dataset Description
+
+This dataset consists of a single audio recording intended for Text-to-Speech (TTS) training. The recording is approximately 3 minutes long and features clear spoken content recorded in a quiet environment, although some background noise was present, which I attempted to reduce.
+
+Audio File Details
+
+File Name: s001.wav
+Duration: 3 minutes
+Content: The audio includes a reading of various sentences, all of which are fully transcribed in the accompanying metadata.csv file.
+Process and Challenges
+
+During the preparation of this dataset, I encountered several challenges:
+
+Segmentation and Labeling:
+
+I initially aimed to segment the audio recording into smaller clips based on silence, using the Silence Finder tool in Audacity. However, I found it difficult to understand how to use the labeling function effectively.
+After multiple attempts, I realized I could not achieve the desired segmentation due to my unfamiliarity with Audacity's features. This led me to decide to use the entire recording instead of dividing it into smaller segments.
+Background Noise:
+
+While recording, some ambient noises interfered with the clarity of the audio. Even after recording in a quieter space, I found that some noise was still present. I used Audacity to cut out sections with noticeable noise, but this did not eliminate all distractions.
+In light of these challenges, I opted to provide a single complete recording to maintain the integrity of the content instead of risking loss in quality from poor segmentation.
+
+How to Use This Dataset
+
+Download the audio file and the metadata.
+Utilize the audio and corresponding transcripts for TTS model training or other research purposes.