Add confidence number to transcription (#8429)

Signed-off-by: Kristina Fefelova <kristin.fefelova@gmail.com>
This commit is contained in:
Kristina
2025-04-02 16:21:27 +07:00
committed by GitHub
parent 6e28287627
commit fcfdaf96e7
3 changed files with 46 additions and 434 deletions
+2 -3
View File
@@ -34,10 +34,9 @@
"typescript": "^5.6.3"
},
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"dotenv": "^16.4.5",
"ws": "^8.18.0"
}
+33 -429
View File
@@ -9,17 +9,14 @@ importers:
.:
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deprecated: Use @eslint/object-schema instead
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@@ -1661,10 +1467,6 @@ packages:
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dependencies:
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'@deepgram/sdk@3.11.2':
'@deepgram/sdk@3.11.3':
dependencies:
'@deepgram/captions': 1.2.0
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@@ -1739,11 +1541,6 @@ snapshots:
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dependencies:
tslib: 2.8.1
optional: true
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@@ -1848,99 +1645,11 @@ snapshots:
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optional: true
'@img/sharp-win32-ia32@0.33.5':
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'@img/sharp-win32-x64@0.33.5':
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'@livekit/agents-plugin-openai@0.9.0(@livekit/agents@0.7.1(@livekit/rtc-node@0.13.8))(@livekit/rtc-node@0.13.8)(zod@3.24.1)':
dependencies:
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'@livekit/rtc-node': 0.13.8
openai: 4.76.2(zod@3.24.1)
sharp: 0.33.5
ws: 8.18.0
transitivePeerDependencies:
- bufferutil
- encoding
- utf-8-validate
- zod
'@livekit/agents@0.7.1(@livekit/rtc-node@0.13.8)':
'@livekit/agents@0.7.1(@livekit/rtc-node@0.13.10)':
dependencies:
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'@livekit/protocol': 1.32.1
'@livekit/rtc-node': 0.13.8
'@livekit/rtc-node': 0.13.10
'@livekit/typed-emitter': 3.0.0
commander: 12.1.0
livekit-server-sdk: 2.9.7
@@ -1958,22 +1667,22 @@ snapshots:
dependencies:
'@bufbuild/protobuf': 1.10.0
'@livekit/rtc-node-darwin-arm64@0.13.8':
'@livekit/rtc-node-darwin-arm64@0.13.10':
optional: true
'@livekit/rtc-node-darwin-x64@0.13.8':
'@livekit/rtc-node-darwin-x64@0.13.10':
optional: true
'@livekit/rtc-node-linux-arm64-gnu@0.13.8':
'@livekit/rtc-node-linux-arm64-gnu@0.13.10':
optional: true
'@livekit/rtc-node-linux-x64-gnu@0.13.8':
'@livekit/rtc-node-linux-x64-gnu@0.13.10':
optional: true
'@livekit/rtc-node-win32-x64-msvc@0.13.8':
'@livekit/rtc-node-win32-x64-msvc@0.13.10':
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'@livekit/rtc-node@0.13.8':
'@livekit/rtc-node@0.13.10':
dependencies:
'@bufbuild/protobuf': 1.10.0
'@livekit/mutex': 1.1.1
@@ -1981,11 +1690,11 @@ snapshots:
pino: 9.6.0
pino-pretty: 13.0.0
optionalDependencies:
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'@livekit/rtc-node-darwin-x64': 0.13.8
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'@livekit/rtc-node-win32-x64-msvc': 0.13.8
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'@livekit/rtc-node-darwin-x64': 0.13.10
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'@livekit/rtc-node-linux-x64-gnu': 0.13.10
'@livekit/rtc-node-win32-x64-msvc': 0.13.10
'@livekit/typed-emitter@3.0.0': {}
@@ -2007,11 +1716,6 @@ snapshots:
'@types/json5@0.0.29': {}
'@types/node-fetch@2.6.12':
dependencies:
'@types/node': 20.11.30
form-data: 4.0.1
'@types/node@18.19.68':
dependencies:
undici-types: 5.26.5
@@ -2120,10 +1824,6 @@ snapshots:
acorn@8.14.0: {}
agentkeepalive@4.5.0:
dependencies:
humanize-ms: 1.2.1
ajv@6.12.6:
dependencies:
fast-deep-equal: 3.1.3
@@ -2189,8 +1889,6 @@ snapshots:
is-array-buffer: 3.0.4
is-shared-array-buffer: 1.0.3
asynckit@0.4.0: {}
atomic-sleep@1.0.0: {}
available-typed-arrays@1.0.7:
@@ -2262,22 +1960,8 @@ snapshots:
color-name@1.1.4: {}
color-string@1.9.1:
dependencies:
color-name: 1.1.4
simple-swizzle: 0.2.2
color@4.2.3:
dependencies:
color-convert: 2.0.1
color-string: 1.9.1
colorette@2.0.20: {}
combined-stream@1.0.8:
dependencies:
delayed-stream: 1.0.0
commander@12.1.0: {}
concat-map@0.0.1: {}
@@ -2340,10 +2024,6 @@ snapshots:
has-property-descriptors: 1.0.2
object-keys: 1.1.1
delayed-stream@1.0.0: {}
detect-libc@2.0.3: {}
dir-glob@3.0.1:
dependencies:
path-type: 4.0.0
@@ -2696,19 +2376,6 @@ snapshots:
dependencies:
is-callable: 1.2.7
form-data-encoder@1.7.2: {}
form-data@4.0.1:
dependencies:
asynckit: 0.4.0
combined-stream: 1.0.8
mime-types: 2.1.35
formdata-node@4.4.1:
dependencies:
node-domexception: 1.0.0
web-streams-polyfill: 4.0.0-beta.3
fs.realpath@1.0.0: {}
function-bind@1.1.2: {}
@@ -2804,10 +2471,6 @@ snapshots:
help-me@5.0.0: {}
humanize-ms@1.2.1:
dependencies:
ms: 2.1.3
ieee754@1.2.1: {}
ignore@5.3.2: {}
@@ -2837,8 +2500,6 @@ snapshots:
call-bind: 1.0.8
get-intrinsic: 1.2.6
is-arrayish@0.3.2: {}
is-async-function@2.0.0:
dependencies:
has-tostringtag: 1.0.2
@@ -2990,12 +2651,6 @@ snapshots:
braces: 3.0.3
picomatch: 2.3.1
mime-db@1.52.0: {}
mime-types@2.1.35:
dependencies:
mime-db: 1.52.0
minimatch@3.1.2:
dependencies:
brace-expansion: 1.1.11
@@ -3010,8 +2665,6 @@ snapshots:
natural-compare@1.4.0: {}
node-domexception@1.0.0: {}
node-fetch@2.7.0:
dependencies:
whatwg-url: 5.0.0
@@ -3052,20 +2705,6 @@ snapshots:
dependencies:
wrappy: 1.0.2
openai@4.76.2(zod@3.24.1):
dependencies:
'@types/node': 18.19.68
'@types/node-fetch': 2.6.12
abort-controller: 3.0.0
agentkeepalive: 4.5.0
form-data-encoder: 1.7.2
formdata-node: 4.4.1
node-fetch: 2.7.0
optionalDependencies:
zod: 3.24.1
transitivePeerDependencies:
- encoding
optionator@0.9.4:
dependencies:
deep-is: 0.1.4
@@ -3286,32 +2925,6 @@ snapshots:
functions-have-names: 1.2.3
has-property-descriptors: 1.0.2
sharp@0.33.5:
dependencies:
color: 4.2.3
detect-libc: 2.0.3
semver: 7.6.3
optionalDependencies:
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'@img/sharp-darwin-x64': 0.33.5
'@img/sharp-libvips-darwin-arm64': 1.0.4
'@img/sharp-libvips-darwin-x64': 1.0.4
'@img/sharp-libvips-linux-arm': 1.0.5
'@img/sharp-libvips-linux-arm64': 1.0.4
'@img/sharp-libvips-linux-s390x': 1.0.4
'@img/sharp-libvips-linux-x64': 1.0.4
'@img/sharp-libvips-linuxmusl-arm64': 1.0.4
'@img/sharp-libvips-linuxmusl-x64': 1.0.4
'@img/sharp-linux-arm': 0.33.5
'@img/sharp-linux-arm64': 0.33.5
'@img/sharp-linux-s390x': 0.33.5
'@img/sharp-linux-x64': 0.33.5
'@img/sharp-linuxmusl-arm64': 0.33.5
'@img/sharp-linuxmusl-x64': 0.33.5
'@img/sharp-wasm32': 0.33.5
'@img/sharp-win32-ia32': 0.33.5
'@img/sharp-win32-x64': 0.33.5
shebang-command@2.0.0:
dependencies:
shebang-regex: 3.0.0
@@ -3346,10 +2959,6 @@ snapshots:
side-channel-map: 1.0.1
side-channel-weakmap: 1.0.2
simple-swizzle@0.2.2:
dependencies:
is-arrayish: 0.3.2
slash@3.0.0: {}
sonic-boom@3.8.1:
@@ -3430,9 +3039,6 @@ snapshots:
minimist: 1.2.8
strip-bom: 3.0.0
tslib@2.8.1:
optional: true
type-check@0.4.0:
dependencies:
prelude-ls: 1.2.1
@@ -3489,8 +3095,6 @@ snapshots:
dependencies:
punycode: 2.3.1
web-streams-polyfill@4.0.0-beta.3: {}
webidl-conversions@3.0.1: {}
whatwg-url@5.0.0:
+11 -2
View File
@@ -159,7 +159,8 @@ export class STT implements Stt {
threshold: 0.7,
prefix_padding_ms: 1000,
silence_duration_ms: 2000
}
},
include: ['item.input_audio_transcription.logprobs']
}
})
)
@@ -210,7 +211,10 @@ export class STT implements Stt {
private onTranscriptCompleted (sid: string, data: any): void {
if (data.transcript == null || data.transcript.trim() === '') return
void this.sendToPlatform(data.transcript, sid)
const score = data.logprobs != null && Array.isArray(data.logprobs) ? getTranscriptProbability(data.logprobs.map((lp: any) => lp.logprob)) : undefined
const result = score !== undefined ? `${data.transcript} (${score.toFixed(2)})` : data.transcript
void this.sendToPlatform(result, sid)
}
private onSessionCreated (sid: string, data: any): void {
@@ -277,3 +281,8 @@ export class STT implements Stt {
}
}
}
function getTranscriptProbability (logprobs: number[]): number {
const sum = logprobs.reduce((acc, lp) => acc + lp, 0)
return Math.exp(sum)
}