Update README.md

README.md

@@ -1,49 +1,57 @@
----
-dataset_info:
-  features:
-  - name: audio
-    dtype: audio
-  - name: id
-    dtype: string
-  - name: oid
-    dtype: string
-  - name: conversation_id
-    dtype: string
-  - name: recording_url
-    dtype: string
-  - name: chunk_index
-    dtype: int32
-  - name: start_ms
-    dtype: float32
-  - name: end_ms
-    dtype: float32
-  - name: duration_s
-    dtype: float32
-  - name: transcript
-    dtype: string
-  - name: transcript_reviewed
-    dtype: string
-  - name: intent
-    dtype: string
-  splits:
-  - name: train
-    num_bytes: 2697272978
-    num_examples: 126848
-  - name: validation
-    num_bytes: 214402140
-    num_examples: 10000
-  - name: eval
-    num_bytes: 85955333
-    num_examples: 2500
-  download_size: 2956390107
-  dataset_size: 2997630451
-configs:
-- config_name: default
-  data_files:
-  - split: train
-    path: data/train-*
-  - split: validation
-    path: data/validation-*
-  - split: eval
-    path: data/eval-*
----
+# Call Transcript Intent Dataset
+
+Multimodal Hindi/Hinglish customer utterance dataset for loan/EMI/payment call intent classification.
+
+## Dataset Summary
+
+| Metric | Value |
+|---|---:|
+| Total examples | 139,348 |
+| Total audio duration | 51.04 h |
+| Number of intents | 17 |
+
+## Split Statistics
+
+| Split | Examples | Duration | Hours |
+|---|---:|---:|---:|
+| train | 126,848 | 2755.14 min | 45.92 h |
+| validation | 10,000 | 219.03 min | 3.65 h |
+| eval | 2,500 | 88.37 min | 1.47 h |
+
+## Class Distribution
+
+| Intent | Total | Train | Validation | Eval |
+|---|---:|---:|---:|---:|
+| `UNCLEAR_INPUT` | 75,051 | 68,669 | 5,524 | 858 |
+| `AFFIRMATIVE_ACKNOWLEDGEMENT` | 37,719 | 34,652 | 2,710 | 357 |
+| `CONTINUE_CONVERSATION` | 6,366 | 5,768 | 477 | 121 |
+| `PAY_LATER_AGREE` | 3,971 | 3,621 | 220 | 130 |
+| `NEGATIVE_ACKNOWLEDGEMENT` | 3,641 | 3,260 | 254 | 127 |
+| `NO_PAYMENT_REASON` | 2,963 | 2,680 | 210 | 73 |
+| `BACKCHANNEL_OR_NOISE` | 2,096 | 1,907 | 167 | 22 |
+| `PAID_ALREADY` | 1,836 | 1,605 | 114 | 117 |
+| `THIRD_PARTY_UNAVAILABLE` | 1,035 | 878 | 63 | 94 |
+| `IDENTITY_CONFIRMED` | 1,027 | 846 | 75 | 106 |
+| `PAY_NOW_AGREE` | 819 | 663 | 48 | 108 |
+| `END_CALL` | 744 | 606 | 33 | 105 |
+| `CALL_DEFER` | 622 | 579 | 31 | 12 |
+| `REFUSE_TO_PAY` | 462 | 324 | 29 | 109 |
+| `THIRD_PARTY_AVAILABLE` | 367 | 322 | 29 | 16 |
+| `WRONG_NUMBER` | 343 | 286 | 15 | 42 |
+| `DO_NOT_CALL` | 286 | 182 | 1 | 103 |
+
+## Columns
+
+- `audio`
+- `id`
+- `oid`
+- `conversation_id`
+- `recording_url`
+- `chunk_index`
+- `start_ms`
+- `end_ms`
+- `duration_s`
+- `transcript`
+- `transcript_reviewed`
+- `intent`
+