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@@ -46,14 +46,13 @@ The dataset includes:
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  * Paired **audio + transcripts**
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  * Natural, non-scripted conversational speech
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- * Dual-speaker interactions
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  ### Audio Specifications
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  * **Sampling Rate:** 16 kHz – 24 kHz
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  * **Bit Depth:** 16-bit
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  * **Audio Type:** Non-scripted conversational speech
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- * **Format:** Dual-speaker conversations
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  ---
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@@ -70,9 +69,8 @@ The dataset includes:
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  ## Speaker Representation
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- * Dual-speaker conversational recordings
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  * Natural, spontaneous dialogue
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- * Balanced gender representation (where available)
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  ---
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@@ -114,10 +112,8 @@ This ensured:
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  * Manual transcription by native speakers
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  * Reviewed for linguistic accuracy
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  * Preserves:
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-
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  * Conversational fillers
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  * Natural pauses
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- * Code-mixed elements (if present)
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  ---
@@ -130,8 +126,6 @@ This dataset is designed for:
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  * Training and fine-tuning **Automatic Speech Recognition** models
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  * Conversational ASR benchmarking
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- * Code-mixed speech recognition research
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- * Speaker diarization research
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  * Speaker turn detection and interruption modeling
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  * Informal speech modeling
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  * Conversational AI research
 
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  * Paired **audio + transcripts**
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  * Natural, non-scripted conversational speech
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+ * Single Speaker & Dual-speaker interactions
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51
  ### Audio Specifications
52
 
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  * **Sampling Rate:** 16 kHz – 24 kHz
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  * **Bit Depth:** 16-bit
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  * **Audio Type:** Non-scripted conversational speech
 
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  ---
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  ## Speaker Representation
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  * Natural, spontaneous dialogue
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+ * Balanced gender representation
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  ---
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  * Manual transcription by native speakers
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  * Reviewed for linguistic accuracy
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  * Preserves:
 
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  * Conversational fillers
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  * Natural pauses
 
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  ---
 
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  * Training and fine-tuning **Automatic Speech Recognition** models
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  * Conversational ASR benchmarking
 
 
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  * Speaker turn detection and interruption modeling
130
  * Informal speech modeling
131
  * Conversational AI research