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Update markdown headers in Realtime out-of-band transcription example… #2252

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Nov 20, 2025
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Update markdown headers in Realtime out-of-band transcription example… #2252

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20 changes: 11 additions & 9 deletions examples/Realtime_out_of_band_transcription.ipynb
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Original file line number Diff line number Diff line change
Expand Up @@ -38,9 +38,10 @@
},
{
"cell_type": "markdown",
"id": "1c0f46ad",
"metadata": {},
"source": [
"## 1. Why use out-of-band transcription?\n",
"# 1. Why use out-of-band transcription?\n",
"\n",
"The Realtime API offers built-in user input transcription, but this relies on a **separate ASR model** (e.g., gpt-4o-transcribe). Using different models for transcription and response generation can lead to discrepancies. For example:\n",
"\n",
Expand Down Expand Up @@ -100,9 +101,10 @@
},
{
"cell_type": "markdown",
"id": "63ccae3d",
"metadata": {},
"source": [
"## 2. Requirements & Setup\n",
"# 2. Requirements & Setup\n",
"\n",
"Ensure your environment meets these requirements:\n",
"\n",
Expand Down Expand Up @@ -144,7 +146,7 @@
"id": "d7d60089",
"metadata": {},
"source": [
"## 3. Prompts\n",
"# 3. Prompts\n",
"\n",
"We use **two distinct prompts**:\n",
"\n",
Expand Down Expand Up @@ -201,7 +203,7 @@
"id": "4ddbd683",
"metadata": {},
"source": [
"## 4. Core configuration\n",
"# 4. Core configuration\n",
"\n",
"We define:\n",
"\n",
Expand Down Expand Up @@ -291,7 +293,7 @@
"id": "a905ec16",
"metadata": {},
"source": [
"## 5. Building the Realtime session & the out‑of‑band request\n",
"# 5. Building the Realtime session & the out‑of‑band request\n",
"\n",
"The Realtime session (`session.update`) configures:\n",
"\n",
Expand Down Expand Up @@ -394,7 +396,7 @@
"id": "9afe7911",
"metadata": {},
"source": [
"## 6. Audio streaming: mic → Realtime → speakers\n",
"# 6. Audio streaming: mic → Realtime → speakers\n",
"\n",
"We now define:\n",
"\n",
Expand Down Expand Up @@ -506,7 +508,7 @@
"id": "d02cc1bd",
"metadata": {},
"source": [
"## 7. Extracting and comparing transcripts\n",
"# 7. Extracting and comparing transcripts\n",
"\n",
"The function below enables us to generate **two transcripts** for each user turn:\n",
"\n",
Expand Down Expand Up @@ -556,7 +558,7 @@
"id": "6025bbf6",
"metadata": {},
"source": [
"## 8. Listening for Realtime events\n",
"# 8. Listening for Realtime events\n",
"\n",
"`listen_for_events` drives the session:\n",
"\n",
Expand Down Expand Up @@ -739,7 +741,7 @@
"id": "10c69ded",
"metadata": {},
"source": [
"## 9. Run Script\n",
"# 9. Run Script\n",
"\n",
"In this step, we run the the code which will allow us to view the realtime model transcription vs transcription model transcriptions. The code does the following:\n",
"\n",
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