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‎README.md‎

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```
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fern docs dev
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```
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‎asyncapi.json‎

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},
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"query": {
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"type": "object",
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"required": [
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"sample_rate"
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],
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"required": ["sample_rate"],
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"properties": {
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"sample_rate": {
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"description": "The sample rate of the streamed audio",
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"type": "integer",
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"examples": [
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]
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"examples": [16000]
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},
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"word_boost": {
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"description": "Add up to 2500 characters of custom vocabulary.\nThe parameter value must be a JSON encoded array of strings. The JSON must be URL encoded like other query string parameters.\n",
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"type": "string",
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"examples": [
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"[\"foo\",\"bar\"]"
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]
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"examples": ["[\"foo\",\"bar\"]"]
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},
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"encoding": {
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"description": "The encoding of the audio data",
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"description": "Authenticate using a [generated temporary token](https://www.assemblyai.com/docs/speech-to-text/streaming#authenticate-with-a-temporary-token)\n",
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"type": "string",
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"format": "password",
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"examples": [
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"eyJhbGciOiJIUzI1..."
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]
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"examples": ["eyJhbGciOiJIUzI1..."]
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},
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"disable_partial_transcripts": {
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"summary": "Disable partial transcripts",
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"RealtimeBaseMessage": {
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"type": "object",
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"x-fern-sdk-group-name": "realtime",
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"required": [
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"message_type"
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],
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"required": ["message_type"],
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"properties": {
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"message_type": {
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"description": "Describes the type of the message",
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"type": "object",
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"x-fern-sdk-group-name": "realtime",
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"additionalProperties": false,
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"required": [
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"error"
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],
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"required": ["error"],
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"properties": {
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"error": {
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"type": "string"
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"RealtimeTranscriptType": {
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"type": "string",
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"x-fern-sdk-group-name": "realtime",
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"enum": [
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"PartialTranscript",
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"FinalTranscript"
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]
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"enum": ["PartialTranscript", "FinalTranscript"]
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},
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"RealtimeTranscript": {
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"x-fern-sdk-group-name": "realtime",
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},
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{
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"type": "object",
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"required": [
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"message_type",
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"session_id",
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"expires_at"
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],
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"required": ["message_type", "session_id", "expires_at"],
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"properties": {
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"message_type": {
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"description": "Describes the type of the message",
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},
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{
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"type": "object",
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"required": [
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"message_type",
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"audio_duration_seconds"
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],
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"required": ["message_type", "audio_duration_seconds"],
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"properties": {
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"message_type": {
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"description": "Describes the type of the message",
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},
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{
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"type": "object",
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"required": [
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"message_type"
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],
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"required": ["message_type"],
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"properties": {
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"message_type": {
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"description": "Describes the type of the message",
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},
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{
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"type": "object",
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"required": [
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"message_type"
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],
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"required": ["message_type"],
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"properties": {
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"message_type": {
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"description": "Describes the type of message",
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},
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{
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"type": "object",
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"required": [
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"message_type",
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"punctuated",
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"text_formatted"
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],
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"required": ["message_type", "punctuated", "text_formatted"],
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"properties": {
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"message_type": {
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"description": "Describes the type of message",
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"Word": {
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"type": "object",
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"x-fern-sdk-group-name": "realtime",
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"required": [
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"start",
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"end",
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"confidence",
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"text"
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],
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"required": ["start", "end", "confidence", "text"],
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"properties": {
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"start": {
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"description": "Start time of the word in milliseconds",
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"description": "Manually end an utterance",
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"x-fern-sdk-group-name": "realtime",
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"type": "object",
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"required": [
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"force_end_utterance"
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],
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"required": ["force_end_utterance"],
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"properties": {
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"force_end_utterance": {
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"description": "A boolean value to communicate that you wish to force the end of the utterance",
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"description": "Configure the threshold for how long to wait before ending an utterance. Default is 700ms.",
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"x-fern-sdk-group-name": "realtime",
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"type": "object",
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"required": [
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"end_utterance_silence_threshold"
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],
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"required": ["end_utterance_silence_threshold"],
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"properties": {
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"end_utterance_silence_threshold": {
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"description": "The duration threshold in milliseconds",
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"summary": "Terminate session",
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"x-fern-sdk-group-name": "realtime",
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"type": "object",
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"required": [
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"terminate_session"
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],
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"required": ["terminate_session"],
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"properties": {
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"terminate_session": {
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"description": "Set to true to end your streaming session forever",
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"x-fern-sdk-group-name": "realtime",
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"description": "The encoding of the audio data",
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"default": "pcm_s16le",
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"enum": [
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"pcm_s16le",
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"pcm_mulaw"
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],
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"enum": ["pcm_s16le", "pcm_mulaw"],
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"x-fern-enum": {
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"pcm_s16le": {
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}
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}
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},
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"examples": [
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"pcm_s16le",
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"pcm_mulaw"
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]
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"examples": ["pcm_s16le", "pcm_mulaw"]
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}
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},
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"securitySchemes": {

‎cookbook-master/audio-intelligence/README.md‎

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# Audio Intelligence 🤖
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Use our Audio Intelligence models to analyze audio and gain additional insights beyond speech to text.
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## All Audio Intelligence Cookbooks
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| Model | Cookbooks |
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|----------------|-----------------------------------|
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| **Content Moderation** | [Identify Hate Speech in Audio and Video Files](content_moderation.ipynb) |
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| **Entity Detection** | [Create a Redacted Transcript with Entity Detection](entity_redaction.ipynb) |
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| **Auto Chapters** | [Create Summarized Chapters from Podcasts](auto_chapters.ipynb) |
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| **Summarization** | [Summarize Virtual Meetings](summarization.ipynb) |
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| **Topic Detection** | [Label Content with Topic Tags](topic_detection.ipynb) |
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| **Key Phrases** | [Identify Highlights in Audio and Video Files](key_phrases.ipynb) |
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| Model | Cookbooks |
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| ---------------------- | ---------------------------------------------------------------------------- |
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| **Content Moderation** | [Identify Hate Speech in Audio and Video Files](content_moderation.ipynb) |
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| **Entity Detection** | [Create a Redacted Transcript with Entity Detection](entity_redaction.ipynb) |
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| **Auto Chapters** | [Create Summarized Chapters from Podcasts](auto_chapters.ipynb) |
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| **Summarization** | [Summarize Virtual Meetings](summarization.ipynb) |
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| **Topic Detection** | [Label Content with Topic Tags](topic_detection.ipynb) |
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| **Key Phrases** | [Identify Highlights in Audio and Video Files](key_phrases.ipynb) |

‎cookbook-master/core-transcription/README.md‎

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# Core Transcription 🎙️
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The Speech Recognition model enables you to transcribe spoken words into written text and is the foundation of all AssemblyAI products.
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On top of the core transcription, you can enable other features and models, such as [Speaker Diarization](https://www.assemblyai.com/docs/speech-to-text/speaker-diarization), by adding additional parameters to the same transcription request.
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- [Migration Guides](#migration-guides)
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- [Do More with our SDKS](#do-more-with-our-sdks)
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## All Core Transcription Cookbooks
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<a name="basic"></a>
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### Basic Transcription Workflows
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[Transcribe an Audio File](transcribe.ipynb)<br>
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[Transcribe an Audio File](transcribe.ipynb)<br>
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[Specify a Language](specify-language.ipynb)
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[Transcribe YouTube videos](transcribe_youtube_videos.ipynb)<br>
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[Build a UI for Transcription with Gradio](gradio-frontend.ipynb)
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[Detect Low Confidence Words in a Transcript](detecting-low-confidence-words.md)
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[Detect Low Confidence Words in a Transcript](detecting-low-confidence-words.md)
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<a name="batch"></a>
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### Batch Transcription
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[Transcribe a batch of files using AssemblyAI](transcribe_batch_of_files)
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[Transcribe multiple files simultaneously using our Python SDK](SDK_transcribe_batch_of_files/batch_transcription.ipynb)
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[Transcribe multiple files simultaneously using our Node.js SDK](SDK-Node-batch.md)
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[Transcribe a batch of files using AssemblyAI](transcribe_batch_of_files)
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[Transcribe multiple files simultaneously using our Python SDK](SDK_transcribe_batch_of_files/batch_transcription.ipynb)
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[Transcribe multiple files simultaneously using our Node.js SDK](SDK-Node-batch.md)
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<a name="host-files"></a>
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### Hosting Audio Files
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[Transcribe from an AWS S3 Bucket](transcribe_from_s3.ipynb)
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[Transcribe Google Drive links](transcribing-google-drive-file.md)<br>
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[Transcribe GitHub Files](transcribing-github-files.md)
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[Transcribe GitHub Files](transcribing-github-files.md)
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<a name="speaker-labels"></a>
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### Speaker Labels
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[Identify Speakers in Audio Recordings](speaker_labels.ipynb)<br>
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[Generate Speaker Labels with Make.com](make.com-speaker-labels.md)\
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[Calculate Talk/Listen Ratio of Speakers](talk-listen-ratio.ipynb)<br>
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[Speaker Identification Across Files w/ AssemblyAI, Pinecone, and Nvidia's TitaNet Model](titanet-speaker-identification.ipynb)
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<a name="ald"></a>
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### Automatic Language Detection
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[Use Automatic Language Detection](automatic-language-detection.ipynb)
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[Automatic Language Detection as separate step from Transcription](automatic-language-detection-separate.ipynb)
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[Use Automatic Language Detection](automatic-language-detection.ipynb)
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[Automatic Language Detection as separate step from Transcription](automatic-language-detection-separate.ipynb)
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[Route to Default Language if Language Detection Confidence is Low - JS](automatic-language-detection-route-default-language-js.md)\
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[Route to Default Language if Language Detection Confidence is Low - Python](automatic-language-detection-route-default-language-python.ipynb)<br>
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[Route to Nano Speech Model if Language Confidence is Low](automatic-language-detection-route-nano-model.ipynb)
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<a name="subtitles"></a>
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### Subtitles
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[Generate Subtitles for Videos](subtitles.ipynb)\
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[Create Subtitles with Speaker Labels](speaker_labelled_subtitles.ipynb)<br>
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[Create custom-length subtitles with AssemblyAI](subtitle_creation_by_word_count.ipynb)
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<a name="delete"></a>
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### Delete Transcripts
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[Delete a Transcript ](delete_transcript.ipynb)
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[Delete transcripts after 24 hours of creation](schedule_delete.ipynb)
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<a name="errors"></a>
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### Error Handling and Audio File Fixes
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[Troubleshoot common errors when starting to use our API](common_errors_and_solutions.md)<br>
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[Automatically Retry Server Errors](retry-server-error.ipynb)
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[Automatically Retry Upload Errors](retry-upload-error.ipynb)\
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](audio-duration-fix.ipynb)
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<a name="translate"></a>
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### Translation
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[Translate Transcripts](translate_transcripts.ipynb)
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<a name="chunking"></a>
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### Async Chunking for Near-Realtime Transcription
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🆕 [Near-Realtime Python Speech-to-Text App](https://github.com/AssemblyAI-Solutions/async-chunk-py)\
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🆕 [Near-Realtime Node.js Speech-to-Text App](https://github.com/AssemblyAI-Solutions/async-chunk-js)\
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[Split audio file to shorter files](split_audio_file)
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<a name="migration-guides"></a>
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### Migration Guides
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🆕 [AWS Transcribe to AssemblyAI](migration_guides/aws_to_aai.ipynb)\
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🆕 [Deepgram to AssemblyAI](migration_guides/dg_to_aai.ipynb)<br>
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🆕 [Deepgram to AssemblyAI](migration_guides/dg_to_aai.ipynb)<br>
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🆕 [OpenAI to AssemblyAI](migration_guides/oai_to_aai.ipynb)<br>
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🆕 [Google to AssemblyAI](migration_guides/google_to_aai.ipynb)
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<a name="do-more-with-sdk"></a>
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### Do More with our SDKS
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[Do more with the JavaScript SDK](do-more-with-sdk-js.md)\
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[Do more with the Python SDK](do-more-with-sdk-python.ipynb)

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