Update README.md

README.md

@@ -30,7 +30,6 @@ To build this dataset, the following methodology was used:
 3. **Mixing Strategy**:
    - Speech can be **longer or shorter than the humming segment**.
    - Speech is **randomly inserted** at different timestamps in the humming audio.
-   - In some cases, speech can **overlap entirely with the humming**, or be **longer than the entire humming segment**.
    - Speech timestamps were carefully annotated to facilitate supervised learning.
 
 
@@ -40,7 +39,7 @@ The dataset includes the following metadata columns:
 | Column Name                      | Description |
 |----------------------------------|-------------|
 | `humming_song`                  | The song or source from which the humming was derived. |
-| `humming_Interpreter`           | The individual or source providing the humming. More data in [`MLEndHWD_Interpreter_Demographics.csv`](https://huggingface.co/datasets/CuriousMonkey7/HumSpeechBlend/blob/main/MLEndHWD_Interpreter_Demographics.csv) |
+| `humming_Interpreter`           | The individual or source providing the humming. More info in [`MLEndHWD_Interpreter_Demographics.csv`](https://huggingface.co/datasets/CuriousMonkey7/HumSpeechBlend/blob/main/MLEndHWD_Interpreter_Demographics.csv) |
 | `humming_audio_used`            | humming audio path in the original dataset. |
 | `humming_transcript`            | Transcription of the humming from whisper-large-v3-turbo. |
 | `globalrecordings_audio_used`   | Speech segment sourced from Global Recordings Network. |
@@ -81,7 +80,7 @@ If you use this dataset, please cite it accordingly.
 ```
 @dataset{HumSpeechBlend,
   author = {Sourabh Saini},
-  title = {HumVAD: Humming vs Speech Dataset},
+  title = {HumSpeechBlend: Humming vs Speech Dataset},
   year = {2025},
   publisher = {Hugging Face},
   url = {https://huggingface.co/datasets/CuriousMonkey7/HumSpeechBlend}