From ef14cf4a5cb755f5bcfc80a3c70a47ce20f268fb Mon Sep 17 00:00:00 2001 From: lutangar Date: Fri, 29 Mar 2024 10:34:45 +0100 Subject: [PATCH] feat(transcription): groundwork chore: fiddling around some more chore: add ctranslate2 and timestamped chore: add performance markers chore: refactor test chore: change worflow name chore: ensure Python3 chore(duration): convert to chai/mocha syntahx chore(transcription): add individual tests for others transcribers chore(transcription): implement formats test of all implementations Also compare result of other implementation to the reference implementation chore(transcription): add more test case with other language and models size and local model chore(test): wip ctranslate 2 adapat chore(transcription): wip transcript file and benchmark chore(test): clean a bit chore(test): clean a bit chore(test): refacto timestamed spec chore(test): update workflow chore(test): fix glob expansion with sh chore(test): extract some hw info chore(test): fix async tests chore(benchmark): add model info feat(transcription): allow use of a local mode in timestamped-whisper feat(transcription): extract run and profiling info in own value object feat(transcription): extract run concept in own class an run more bench chore(transcription): somplify run object only a uuid is now needed and add more benchmark scenario docs(transcription): creates own package readme docs(transcription): add local model usage docs(transcription): update README fix(transcription): use fr video for better comparison chore(transcription): make openai comparison passed docs(timestamped): clea chore(transcription): change transcribers transcribe method signature Introduce whisper builtin model. fix(transcription): activate language detection Forbid transcript creation without a language. Add `languageDetection` flag to an engine and some assertions. Fix an issue in `whisper-ctranslate2` : https://github.com/Softcatala/whisper-ctranslate2/pull/93 chore(transcription): use PeerTube time helpers instead of custom ones Update existing time function to output an integer number of seconds and add a ms human-readable time formatter with hints of tests. chore(transcription): use PeerTube UUID helpers chore(transcription): enable CER evaluation Thanks to this recent fix in Jiwer <3 https://github.com/jitsi/jiwer/issues/873 chore(jiwer): creates JiWer package I'm not very happy with the TranscriptFileEvaluator constructor... suggestions ? chore(JiWer): add usage in README docs(jiwer): update JiWer readme chore(transcription): use FunMOOC video in fixtures chore(transcription): add proper english video fixture chore(transcription): use os tmp directory where relevant chore(transcription): fix jiwer cli test reference.txt chore(transcription): move benchmark out of tests chore(transcription): remove transcription workflow docs(transcription): add benchmark info fix(transcription): use ms precision in other transcribers chore(transcription): simplify most of the tests chore(transcription): remove slashes when building path with join chore(transcription): make fromPath method async chore(transcription): assert path to model is a directory for CTranslate2 transcriber chore(transcription): ctranslate2 assertion chore(transcription): ctranslate2 assertion chore(transcription): add preinstall script for Python dependencies chore(transcription): add download and unzip utils functions chore(transcription): add download and unzip utils functions chore(transcription): download & unzip models fixtures chore(transcription): zip chore(transcription): raise download file test timeout chore(transcription): simplify download file test chore(transcription): add transcriptions test to CI chore(transcription): raise test preconditions timeout chore(transcription): run preinstall scripts before running ci chore(transcription): create dedicated tmp folder for transcriber tests chore(transcription): raise timeout some more chore(transcription): raise timeout some more chore(transcription): raise timeout some more chore(transcription): raise timeout some more chore(transcription): raise timeout some more chore(transcription): raise timeout some more chore(transcription): raise timeout some more chore(transcription): raise timeout some more chore(transcription): use short video for local model test chore(transcription): raise timeout some more chore(transcription): raise timeout some more chore(transcription): raise timeout some more chore(transcription): setup verbosity based on NODE_ENV value --- .github/workflows/test.yml | 2 +- .gitignore | 1 + apps/peertube-runner/tsconfig.json | 3 +- package.json | 1 + packages/core-utils/src/common/date.ts | 13 +- packages/jiwer/README.md | 37 ++++ packages/jiwer/package.json | 20 +++ packages/jiwer/requirements.txt | 1 + packages/jiwer/src/index.ts | 1 + packages/jiwer/src/jiwer-cli.ts | 69 ++++++++ packages/jiwer/tsconfig.json | 8 + packages/node-utils/src/uuid.ts | 9 +- .../server-commands/src/requests/requests.ts | 9 + .../fixtures/transcription/hello_world.zip | Bin 0 -> 186 bytes .../fixtures/transcription/videos/README.md | 16 ++ ...muniquer-lors-dune-classe-transplantee.mp4 | Bin 0 -> 11443901 bytes ...muniquer-lors-dune-classe-transplantee.txt | 10 ++ .../transcription/videos/derive_sectaire.mp4 | Bin 0 -> 5859113 bytes .../transcription/videos/derive_sectaire.srt | 165 ++++++++++++++++++ .../transcription/videos/derive_sectaire.txt | 11 ++ .../videos/the_last_man_on_earth.mp4 | Bin 0 -> 2543598 bytes .../videos/the_last_man_on_earth.srt | 17 ++ .../videos/the_last_man_on_earth.txt | 5 + .../videos/the_last_man_on_earth.vtt | 14 ++ packages/tests/src/core-utils/date.ts | 29 +++ packages/tests/src/jiwer/jiwer-cli.spec.ts | 48 +++++ packages/tests/src/shared/fixture-urls.ts | 4 +- .../levenshtein-distance.spec.ts | 18 ++ .../tests/src/transcription/subtitle.spec.ts | 33 ++++ .../transcription/transcriber-factory.spec.ts | 17 ++ .../transcript-file-evaluator.spec.ts | 67 +++++++ .../transcript/transcript-file.spec.ts | 44 +++++ .../transcription/transcription-run.spec.ts | 1 + .../tests/src/transcription/utils.spec.ts | 44 +++++ .../transcriber/openai-transcriber.spec.ts | 125 +++++++++++++ .../timestamped-transcriber.spec.ts | 133 ++++++++++++++ .../transcriber/whisper-ctranslate2.spec.ts | 137 +++++++++++++++ packages/tests/tsconfig.json | 6 +- packages/transcription/README.md | 99 +++++++++++ packages/transcription/package.json | 21 +++ packages/transcription/requirements.txt | 3 + .../transcription/src/abstract-transcriber.ts | 69 ++++++++ packages/transcription/src/benchmark.ts | 139 +++++++++++++++ packages/transcription/src/index.ts | 13 ++ packages/transcription/src/levenshtein.ts | 101 +++++++++++ packages/transcription/src/subtitle.ts | 1 + .../transcription/src/transcriber-factory.ts | 49 ++++++ .../transcription/src/transcript/index.ts | 3 + .../transcript-file-evaluator-interface.ts | 12 ++ .../transcript/transcript-file-evaluator.ts | 46 +++++ .../transcript/transcript-file-interface.ts | 3 + .../src/transcript/transcript-file.ts | 88 ++++++++++ .../transcription/src/transcription-engine.ts | 23 +++ .../transcription/src/transcription-model.ts | 34 ++++ .../transcription/src/transcription-run.ts | 41 +++++ packages/transcription/src/utils.ts | 32 ++++ packages/transcription/src/whisper/README.md | 0 packages/transcription/src/whisper/engines.ts | 51 ++++++ packages/transcription/src/whisper/index.ts | 3 + .../transcriber/ctranslate2-transcriber.ts | 49 ++++++ .../src/whisper/transcriber/index.ts | 3 + .../whisper/transcriber/openai-transcriber.ts | 62 +++++++ .../transcriber/timestamped-transcriber.ts | 55 ++++++ .../src/whisper/whisper-builtin-model.ts | 11 ++ packages/transcription/tsconfig.json | 15 ++ packages/transcription/tsconfig.types.json | 10 ++ scripts/ci.sh | 9 + server/tsconfig.json | 1 + tsconfig.eslint.json | 2 + 69 files changed, 2159 insertions(+), 7 deletions(-) create mode 100644 packages/jiwer/README.md create mode 100644 packages/jiwer/package.json create mode 100644 packages/jiwer/requirements.txt create mode 100644 packages/jiwer/src/index.ts create mode 100644 packages/jiwer/src/jiwer-cli.ts create mode 100644 packages/jiwer/tsconfig.json create mode 100644 packages/tests/fixtures/transcription/hello_world.zip create mode 100644 packages/tests/fixtures/transcription/videos/README.md create mode 100644 packages/tests/fixtures/transcription/videos/communiquer-lors-dune-classe-transplantee.mp4 create mode 100644 packages/tests/fixtures/transcription/videos/communiquer-lors-dune-classe-transplantee.txt create mode 100644 packages/tests/fixtures/transcription/videos/derive_sectaire.mp4 create mode 100644 packages/tests/fixtures/transcription/videos/derive_sectaire.srt create mode 100644 packages/tests/fixtures/transcription/videos/derive_sectaire.txt create mode 100644 packages/tests/fixtures/transcription/videos/the_last_man_on_earth.mp4 create mode 100644 packages/tests/fixtures/transcription/videos/the_last_man_on_earth.srt create mode 100644 packages/tests/fixtures/transcription/videos/the_last_man_on_earth.txt create mode 100644 packages/tests/fixtures/transcription/videos/the_last_man_on_earth.vtt create mode 100644 packages/tests/src/core-utils/date.ts create mode 100644 packages/tests/src/jiwer/jiwer-cli.spec.ts create mode 100644 packages/tests/src/transcription/levenshtein-distance.spec.ts create mode 100644 packages/tests/src/transcription/subtitle.spec.ts create mode 100644 packages/tests/src/transcription/transcriber-factory.spec.ts create mode 100644 packages/tests/src/transcription/transcript/transcript-file-evaluator.spec.ts create mode 100644 packages/tests/src/transcription/transcript/transcript-file.spec.ts create mode 100644 packages/tests/src/transcription/transcription-run.spec.ts create mode 100644 packages/tests/src/transcription/utils.spec.ts create mode 100644 packages/tests/src/transcription/whisper/transcriber/openai-transcriber.spec.ts create mode 100644 packages/tests/src/transcription/whisper/transcriber/timestamped-transcriber.spec.ts create mode 100644 packages/tests/src/transcription/whisper/transcriber/whisper-ctranslate2.spec.ts create mode 100644 packages/transcription/README.md create mode 100644 packages/transcription/package.json create mode 100644 packages/transcription/requirements.txt create mode 100644 packages/transcription/src/abstract-transcriber.ts create mode 100644 packages/transcription/src/benchmark.ts create mode 100644 packages/transcription/src/index.ts create mode 100644 packages/transcription/src/levenshtein.ts create mode 100644 packages/transcription/src/subtitle.ts create mode 100644 packages/transcription/src/transcriber-factory.ts create mode 100644 packages/transcription/src/transcript/index.ts create mode 100644 packages/transcription/src/transcript/transcript-file-evaluator-interface.ts create mode 100644 packages/transcription/src/transcript/transcript-file-evaluator.ts create mode 100644 packages/transcription/src/transcript/transcript-file-interface.ts create mode 100644 packages/transcription/src/transcript/transcript-file.ts create mode 100644 packages/transcription/src/transcription-engine.ts create mode 100644 packages/transcription/src/transcription-model.ts create mode 100644 packages/transcription/src/transcription-run.ts create mode 100644 packages/transcription/src/utils.ts create mode 100644 packages/transcription/src/whisper/README.md create mode 100644 packages/transcription/src/whisper/engines.ts create mode 100644 packages/transcription/src/whisper/index.ts create mode 100644 packages/transcription/src/whisper/transcriber/ctranslate2-transcriber.ts create mode 100644 packages/transcription/src/whisper/transcriber/index.ts create mode 100644 packages/transcription/src/whisper/transcriber/openai-transcriber.ts create mode 100644 packages/transcription/src/whisper/transcriber/timestamped-transcriber.ts create mode 100644 packages/transcription/src/whisper/whisper-builtin-model.ts create mode 100644 packages/transcription/tsconfig.json create mode 100644 packages/transcription/tsconfig.types.json diff --git a/.github/workflows/test.yml b/.github/workflows/test.yml index 32211545c..04bff26aa 100644 --- a/.github/workflows/test.yml +++ b/.github/workflows/test.yml @@ -39,7 +39,7 @@ jobs: strategy: fail-fast: false matrix: - test_suite: [ types-package, client, api-1, api-2, api-3, api-4, api-5, cli-plugin, lint, external-plugins ] + test_suite: [ types-package, client, api-1, api-2, api-3, api-4, api-5, transcription, cli-plugin, lint, external-plugins ] env: PGUSER: peertube diff --git a/.gitignore b/.gitignore index 55707fb80..6865442eb 100644 --- a/.gitignore +++ b/.gitignore @@ -2,6 +2,7 @@ node_modules *npm-debug.log yarn-error.log +*-ci.log .yarn # Testing diff --git a/apps/peertube-runner/tsconfig.json b/apps/peertube-runner/tsconfig.json index 03660b0eb..776e1ab5c 100644 --- a/apps/peertube-runner/tsconfig.json +++ b/apps/peertube-runner/tsconfig.json @@ -11,6 +11,7 @@ { "path": "../../packages/ffmpeg" }, { "path": "../../packages/models" }, { "path": "../../packages/node-utils" }, - { "path": "../../packages/server-commands" } + { "path": "../../packages/server-commands" }, + { "path": "../../packages/transcription" }, ] } diff --git a/package.json b/package.json index cbabdfc35..e04151785 100644 --- a/package.json +++ b/package.json @@ -25,6 +25,7 @@ ], "scripts": { "benchmark-server": "tsx --conditions=peertube:tsx ./scripts/benchmark.ts", + "benchmark-transcription": "tsx --conditions=peertube:tsx --tsconfig ./packages/transcription/tsconfig.json ./packages/transcription/src/benchmark.ts", "build:client": "bash ./scripts/build/client.sh", "build:embed": "bash ./scripts/build/embed.sh", "build:peertube-cli": "bash ./scripts/build/peertube-cli.sh", diff --git a/packages/core-utils/src/common/date.ts b/packages/core-utils/src/common/date.ts index bddd5da23..ffb959868 100644 --- a/packages/core-utils/src/common/date.ts +++ b/packages/core-utils/src/common/date.ts @@ -125,7 +125,7 @@ function secondsToTime (options: { else if (minutes >= 1) time += formatNumber(minutes) + minuteSymbol else if (format === 'full') time += '00' + minuteSymbol - seconds %= 60 + seconds = Math.round(seconds) % 60 if (seconds >= 1 && seconds < 10 && format === 'full') time += '0' + seconds + secondsSymbol else if (seconds >= 1) time += formatNumber(seconds) + secondsSymbol else if (format === 'full') time += '00' @@ -133,6 +133,14 @@ function secondsToTime (options: { return time } +function millisecondsToTime (options: { + seconds: number + format: 'short' | 'full' | 'locale-string' // default 'short' + symbol?: string +} | number) { + return secondsToTime(typeof options === 'number' ? options / 1000 : { ...options, seconds: options.seconds / 1000 }) +} + // --------------------------------------------------------------------------- export { @@ -143,7 +151,8 @@ export { isLastMonth, isLastWeek, timeToInt, - secondsToTime + secondsToTime, + millisecondsToTime } // --------------------------------------------------------------------------- diff --git a/packages/jiwer/README.md b/packages/jiwer/README.md new file mode 100644 index 000000000..663c399bf --- /dev/null +++ b/packages/jiwer/README.md @@ -0,0 +1,37 @@ +JiWER +===== +__JiWER__ CLI NodeJs wrapper. + +> *JiWER is a python tool for computing the word-error-rate of ASR systems.* +> https://jitsi.github.io/jiwer/cli/ + +__JiWER__ serves as a reference implementation to calculate errors rates between 2 text files: +- WER (Word Error Rate) +- CER (Character Error Rate) + +Build +----- + +```sh +npm run build +``` + +Usage +----- +```typescript +const jiwerCLI = new JiwerClI('./reference.txt', './hypothesis.txt') + +// WER as a percentage, ex: 0.03 -> 3% +console.log(await jiwerCLI.wer()) + +// CER as a percentage: 0.01 -> 1% +console.log(await jiwerCLI.cer()) + +// Detailed comparison report +console.log(await jiwerCLI.alignment()) +``` + +Resources +--------- +- https://jitsi.github.io/jiwer/ +- https://github.com/rapidfuzz/RapidFuzz diff --git a/packages/jiwer/package.json b/packages/jiwer/package.json new file mode 100644 index 000000000..b01476956 --- /dev/null +++ b/packages/jiwer/package.json @@ -0,0 +1,20 @@ +{ + "name": "@peertube/peertube-jiwer", + "private": true, + "version": "0.0.0", + "main": "dist/index.js", + "files": [ "dist" ], + "exports": { + "types": "./dist/index.d.ts", + "peertube:tsx": "./src/index.ts", + "default": "./dist/index.js" + }, + "type": "module", + "devDependencies": {}, + "scripts": { + "preinstall": "pip install -r requirements.txt", + "build": "tsc", + "watch": "tsc -w" + }, + "dependencies": {} +} diff --git a/packages/jiwer/requirements.txt b/packages/jiwer/requirements.txt new file mode 100644 index 000000000..53d9fb34b --- /dev/null +++ b/packages/jiwer/requirements.txt @@ -0,0 +1 @@ +jiwer==3.0.4 diff --git a/packages/jiwer/src/index.ts b/packages/jiwer/src/index.ts new file mode 100644 index 000000000..586fd0843 --- /dev/null +++ b/packages/jiwer/src/index.ts @@ -0,0 +1 @@ +export * from './jiwer-cli.js' diff --git a/packages/jiwer/src/jiwer-cli.ts b/packages/jiwer/src/jiwer-cli.ts new file mode 100644 index 000000000..8ce87f2b1 --- /dev/null +++ b/packages/jiwer/src/jiwer-cli.ts @@ -0,0 +1,69 @@ +import { $ } from 'execa' + +export class JiwerClI { + referenceFilePath: string + hypothesisFilePath: string + + constructor (referenceFilePath: string, hypothesisFilePath: string) { + this.referenceFilePath = referenceFilePath + this.hypothesisFilePath = hypothesisFilePath + } + + /** + * @param referenceFilePath Path to new-line delimited text file of reference sentences. + * @param hypothesisFilePath Path to new-line delimited text file of hypothesis sentences. + * @param args + */ + static buildArgs (referenceFilePath: string, hypothesisFilePath: string, ...args: string[]) { + return [ + '--reference', + referenceFilePath, + '--hypothesis', + hypothesisFilePath, + ...args + ] + } + + buildArgs (...args: string[]) { + return JiwerClI.buildArgs(this.referenceFilePath, this.hypothesisFilePath, ...args) + } + + /** + * WER: Word Error Rate as a percentage, ex: 0.03 -> 3% + */ + static async wer (referenceFilePath: string, hypothesisFilePath: string, global = true): Promise { + const { stdout: wer } = await $`jiwer ${JiwerClI.buildArgs(referenceFilePath, hypothesisFilePath, global && '-g')}` + + return Number(wer) + } + + async wer (global = true) { + return await JiwerClI.wer(this.hypothesisFilePath, this.referenceFilePath, global) + } + + /** + * CER: Character Error Rate + */ + static async cer (referenceFilePath: string, hypothesisFilePath: string, global = true): Promise { + const { stdout: cer } = await $`jiwer ${JiwerClI.buildArgs(referenceFilePath, hypothesisFilePath, '--cer', global && '-g')}` + + return Number(cer) + } + + async cer (global = true) { + return await JiwerClI.cer(this.hypothesisFilePath, this.referenceFilePath, global) + } + + /** + * Print alignment of each sentence. + */ + static async alignment (referenceFilePath: string, hypothesisFilePath: string, global = true): Promise { + const { stdout: alignment } = await $`jiwer ${JiwerClI.buildArgs(referenceFilePath, hypothesisFilePath, '--align', global && '-g')}` + + return alignment + } + + async alignment (global = true) { + return await JiwerClI.alignment(this.hypothesisFilePath, this.referenceFilePath, global) + } +} diff --git a/packages/jiwer/tsconfig.json b/packages/jiwer/tsconfig.json new file mode 100644 index 000000000..58fa2330b --- /dev/null +++ b/packages/jiwer/tsconfig.json @@ -0,0 +1,8 @@ +{ + "extends": "../../tsconfig.base.json", + "compilerOptions": { + "outDir": "./dist", + "rootDir": "src", + "tsBuildInfoFile": "./dist/.tsbuildinfo" + } +} diff --git a/packages/node-utils/src/uuid.ts b/packages/node-utils/src/uuid.ts index f158ec487..68110eb0e 100644 --- a/packages/node-utils/src/uuid.ts +++ b/packages/node-utils/src/uuid.ts @@ -1,4 +1,4 @@ -import short from 'short-uuid' +import short, { SUUID } from 'short-uuid' const translator = short() @@ -6,6 +6,10 @@ function buildUUID () { return short.uuid() } +function buildSUUID (): SUUID { + return short.generate() +} + function uuidToShort (uuid: string) { if (!uuid) return uuid @@ -26,7 +30,10 @@ function isShortUUID (value: string) { export { buildUUID, + buildSUUID, uuidToShort, shortToUUID, isShortUUID } + +export type { SUUID } diff --git a/packages/server-commands/src/requests/requests.ts b/packages/server-commands/src/requests/requests.ts index 9e77ff282..49b7f9ce6 100644 --- a/packages/server-commands/src/requests/requests.ts +++ b/packages/server-commands/src/requests/requests.ts @@ -59,6 +59,15 @@ export function makeRawRequest (options: { return makeGetRequest(reqOptions) } +export const makeFileRequest = (url: string) => { + return makeRawRequest({ + url, + responseType: 'arraybuffer', + redirects: 1, + expectedStatus: HttpStatusCode.OK_200 + }) +} + export function makeGetRequest (options: CommonRequestParams & { query?: any rawQuery?: string diff --git a/packages/tests/fixtures/transcription/hello_world.zip b/packages/tests/fixtures/transcription/hello_world.zip new file mode 100644 index 0000000000000000000000000000000000000000..c99f72a38d228a12f4a83a31e4642c70aa18f5be GIT binary patch literal 186 zcmWIWW@Zs#0D%D8a*^z>txelan7`o?n!cq8}Q<%fN0tH8Kr`ODnh;7+GF0 mGcbUO0B=Sn5oX+G!OZ^a2x5_DGAkQM4 https://podeduc.apps.education.fr/numerique-educatif/video/21893-communiquer-lors-dune-classe-transplantee/ +> +> CC BY-NC-SA 4.0 Deed +> Attribution-NonCommercial-ShareAlike 4.0 International + +πŸ‡«πŸ‡· [Accompagner 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