Increased dataset size and updated README

README.md

@@ -30,7 +30,7 @@ size_categories:
 
 ## Dataset Summary
 
-**Utterly** is a speech dataset derived from *pipecat-ai/human_5_all*. It contains **~3.86k English utterances** by a broad range of speakers, and augments conversational audio with turn-level annotations, including:
+**Utterly** is a speech dataset derived from the *human_5_all* and *smart-turn-data-v3.1-train* by Pipecat-AI. It contains over **6k English utterances** by a broad range of speakers, and augments conversational audio with turn-level annotations, including:
 
 * Verbatim Whisper-generated transcripts
 * End-of-turn (EoT) markers
@@ -43,7 +43,7 @@ The dataset is designed to support research and development of speech and dialog
 
 ## Source Data
 
-* **Base dataset**: *pipecat-ai/human_5_all*
+* **Base dataset**: *pipecat-ai/human_5_all*, *pipecat-ai/smart-turn-data-v3.1-train*
 * **Language(s)**: English
 * **Modality**: Audio (speech; mono-channel; sampled at 16kHz), Text
 * **Interaction type**: Human conversational speech
@@ -52,7 +52,7 @@ The dataset is designed to support research and development of speech and dialog
 
 Dataset splits (e.g., train/validation/test) are not predefined and may be created by downstream users as needed.
 
-Note that Utterly is a *derived dataset*. All audio originates from the base dataset, with additional annotations created by the dataset author.
+Note that Utterly is a *derived dataset*. All audio originates from the base datasets, with additional annotations created by the dataset author.
 
 ---
 
@@ -65,7 +65,7 @@ Note that Utterly is a *derived dataset*. All audio originates from the base dat
 
 * **End-of-Turn markers**
 
-  * Human annotations from the original *pipecat-ai/human_5_all* dataset.
+  * Human annotations inherited from the base datasets.
 
 * **Speaker IDs**
 
@@ -116,10 +116,10 @@ Users are encouraged to validate performance across multiple evaluation settings
 
 ## Licensing and Access
 
-Utterly annotations are released under the **BSD-2-Clause** license and are intended to be compatible with the licensing terms of the source dataset.
+Utterly annotations are released under the **BSD-2-Clause** license and are intended to be compatible with the licensing terms of the source datasets.
 
 ---
 
 ## Citation
 
-If you use the Utterly dataset in academic or commercial work, please reference the original *pipecat-ai/human_5_all* dataset.
+If you use the Utterly dataset in academic or commercial work, please reference the original datasets.

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