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integrity sha512-a4UGQaWPH59mOXUYnAG2ewncQS4i4F43Tv3JoAM+s2VDAmS9NsK8GpDMLrCHPksFT7h3K6TOoUNn2pb7RoXx4g== + +yallist@^4.0.0: + version "4.0.0" + resolved "https://registry.yarnpkg.com/yallist/-/yallist-4.0.0.tgz#9bb92790d9c0effec63be73519e11a35019a3a72" + integrity sha512-3wdGidZyq5PB084XLES5TpOSRA3wjXAlIWMhum2kRcv/41Sn2emQ0dycQW4uZXLejwKvg6EsvbdlVL+FYEct7A== + +yocto-queue@^1.0.0: + version "1.0.0" + resolved "https://registry.yarnpkg.com/yocto-queue/-/yocto-queue-1.0.0.tgz#7f816433fb2cbc511ec8bf7d263c3b58a1a3c251" + integrity sha512-9bnSc/HEW2uRy67wc+T8UwauLuPJVn28jb+GtJY16iiKWyvmYJRXVT4UamsAEGQfPohgr2q4Tq0sQbQlxTfi1g== From 69542106cedd2fcce5e2f826c6583a2682905fae Mon Sep 17 00:00:00 2001 From: Andreas Henriksson Date: Thu, 15 Feb 2024 22:43:32 +0100 Subject: [PATCH 02/13] Add azure.js to gitignore --- Code/.gitignore | 3 +++ 1 file changed, 3 insertions(+) diff --git a/Code/.gitignore b/Code/.gitignore index a547bf3..c49834b 100644 --- a/Code/.gitignore +++ b/Code/.gitignore @@ -22,3 +22,6 @@ dist-ssr *.njsproj *.sln *.sw? + +# don't leak keys to github +azure.js From 18b13d146639381844df5bb6c247ca64f9928833 Mon Sep 17 00:00:00 2001 From: Andreas Henriksson Date: Thu, 15 Feb 2024 22:44:15 +0100 Subject: [PATCH 03/13] Code for lab 2 --- Code/dm.js | 284 +++++++++++++++++++++++++++++++++++++++++++++-------- 1 file changed, 245 insertions(+), 39 deletions(-) diff --git a/Code/dm.js b/Code/dm.js index 9fb7198..be69249 100644 --- a/Code/dm.js +++ b/Code/dm.js @@ -1,3 +1,4 @@ +// -*- js-indent-level: 2 -*- import { assign, createActor, setup } from "xstate"; import { speechstate } from "speechstate"; import { createBrowserInspector } from "@statelyai/inspect"; @@ -24,10 +25,24 @@ const grammar = { vlad: { person: "Vladislav Maraev" }, aya: { person: "Nayat Astaiza Soriano" }, rasmus: { person: "Rasmus Blanck" }, + andreas: { person: "Andreas Henriksson" }, + monday: { day: "Monday" }, tuesday: { day: "Tuesday" }, + wednesday: { day: "Wednesday" }, + thursday: { day: "Thursday" }, + friday: { day: "Friday" }, + saturday: { day: "Saturday" }, + sunday: { day: "Sunday" }, + + tomorrow: { day: "tomorrow" }, + "the day after tomorrow": { day: "The day after tomorrow" }, + "10": { time: "10:00" }, "11": { time: "11:00" }, + "12": { time: "12:00" }, + "13": { time: "13:00" }, + // ... }; /* Helper functions */ @@ -39,13 +54,52 @@ function getPerson(utterance) { return (grammar[utterance.toLowerCase()] || {}).person; } +function getDay(utterance) { + return (grammar[utterance.toLowerCase()] || {}).day; +} + +function getTime(utterance) { + return (grammar[utterance.toLowerCase()] || {}).time; +} + + +const yesGrammar = new Set([ + "yes", "yeah", "of course", "sure", "yup", +]); +const noGrammar = new Set([ + "no", "nope", "no way", "nah", +]); + +function isYes(utterance) { + return yesGrammar.has(utterance.toLowerCase()); +} + +function isNo(utterance) { + return noGrammar.has(utterance.toLowerCase()); +} + + const dmMachine = setup({ actions: { - /* define your actions here */ + say: ({ context }, params) => + context.ssRef.send({ + type: "SPEAK", + value: { + utterance: params, + }, + }), + listen: ({ context }, params) => + context.ssRef.send({ + type: "LISTEN", + value: {}, // workaround for some incompatibility I encountered + }), }, }).createMachine({ context: { - count: 0, + name: undefined, + date: undefined, + take_whole_day: undefined, + time: undefined, }, id: "DM", initial: "Prepare", @@ -61,51 +115,203 @@ const dmMachine = setup({ }, WaitToStart: { on: { - CLICK: "PromptAndAsk", + CLICK: "ReceiveGreeting", }, }, - PromptAndAsk: { - initial: "Prompt", - states: { - Prompt: { - entry: ({ context }) => - context.ssRef.send({ - type: "SPEAK", - value: { - utterance: `Hello world!`, - }, - }), - on: { SPEAK_COMPLETE: "Ask" }, - }, - Ask: { - entry: ({ context }) => - context.ssRef.send({ - type: "LISTEN", - }), - on: { - RECOGNISED: { - actions: ({ context, event }) => - context.ssRef.send({ - type: "SPEAK", - value: { - utterance: `You just said: ${ - event.value[0].utterance - }. And it ${ - isInGrammar(event.value[0].utterance) ? "is" : "is not" - } in the grammar.`, - }, - }), - }, - SPEAK_COMPLETE: "#DM.Done", + ReceiveGreeting: { + entry: ["listen"], + on: { + // move on to the next state after any utterance or when no input was received + RECOGNISED: "Greet", + ASR_NOINPUT: "Greet", + }, + }, + Greet: { + entry: [{type: 'say', params: "Let's create an appointment"}], + on: { SPEAK_COMPLETE: "AskName" }, + }, + AskName: { + entry: [ + {type: 'say', params: "Who are you meeting with?"}, + ], + on: { + SPEAK_COMPLETE: { actions: ["listen"] }, + RECOGNISED: [ + { + guard: ({ context, event }) => getPerson(event.value[0].utterance) !== undefined, + actions: [ + ({ context, event }) => { context.name = getPerson(event.value[0].utterance) }, + ], + target: "AskDay", }, - }, + "UnknownAskName", + ], + ASR_NOINPUT: "ResetAskName", + }, + }, + ResetAskName: { + entry: [{ type: 'say', params: "I didn't hear you" }], + on: { SPEAK_COMPLETE: "AskName" }, + }, + UnknownAskName: { + entry: [{ type: 'say', params: "I didn't understand" }], + on: { SPEAK_COMPLETE: "AskName" }, + }, + + AskDay: { + entry: [ + {type: 'say', params: "On which day is your meeting?"}, + ], + on: { + SPEAK_COMPLETE: { actions: ["listen"] }, + RECOGNISED: [ + { + guard: ({ context, event }) => getDay(event.value[0].utterance) !== undefined, + actions: [ + ({ context, event }) => { context.date = getDay(event.value[0].utterance) }, + ], + target: "AskTakeWholeDay", + }, + "UnknownAskDay", + ], + ASR_NOINPUT: "ResetAskDay", + }, + }, + ResetAskDay: { + entry: [{ type: 'say', params: "I didn't hear you" }], + on: { SPEAK_COMPLETE: "AskDay" }, + }, + UnknownAskDay: { + entry: [{ type: 'say', params: "I didn't understand" }], + on: { SPEAK_COMPLETE: "AskDay" }, + }, + + AskTakeWholeDay: { + entry: [ + {type: 'say', params: "Will it take the whole day?"}, + ], + on: { + SPEAK_COMPLETE: { actions: ["listen"] }, + RECOGNISED: [ + { + guard: ({ context, event }) => isYes(event.value[0].utterance), + target: "BookDay", + }, + { + guard: ({ context, event }) => isNo(event.value[0].utterance), + target: "AskTime", + }, + "UnknownAskTakeWholeDay", + ], + ASR_NOINPUT: "ResetAskTakeWholeDay", }, }, - Done: { + ResetAskTakeWholeDay: { + entry: [{ type: 'say', params: "I didn't hear you" }], + on: { SPEAK_COMPLETE: "AskTakeWholeDay" }, + }, + UnknownAskTakeWholeDay: { + entry: [{ type: 'say', params: "I didn't understand" }], + on: { SPEAK_COMPLETE: "AskTakeWholeDay" }, + }, + + AskTime: { + entry: [ + {type: 'say', params: "What time is your meeting?"}, + ], on: { - CLICK: "PromptAndAsk", + SPEAK_COMPLETE: { actions: ["listen"] }, + RECOGNISED: [ + { + guard: ({ context, event }) => getTime(event.value[0].utterance) !== undefined, + actions: [ + ({ context, event }) => { context.time = getTime(event.value[0].utterance) }, + ], + target: "BookTime", + }, + "UnknownAskTime", + ], + ASR_NOINPUT: "ResetAskTime", }, }, + ResetAskTime: { + entry: [{ type: 'say', params: "I didn't hear you" }], + on: { SPEAK_COMPLETE: "AskTime" }, + }, + UnknownAskTime: { + entry: [{ type: 'say', params: "I didn't understand" }], + on: { SPEAK_COMPLETE: "AskTime" }, + }, + + BookTime: { + entry: [{ + type: 'say', + params: ({ context }) => `Do you want me to create an appointment with ${context.name} on ${context.date} at ${context.time}?`, + }], + on: { + SPEAK_COMPLETE: { actions: ["listen"] }, + RECOGNISED: [ + { + guard: ({ context, event }) => isYes(event.value[0].utterance), + target: "Finalize", + }, + { + guard: ({ context, event }) => isNo(event.value[0].utterance), + target: "AskName", + }, + "UnknownBookTime", + ], + ASR_NOINPUT: "ResetBookTime", + }, + }, + ResetBookTime: { + entry: [{ type: 'say', params: "I didn't hear you" }], + on: { SPEAK_COMPLETE: "BookTime" }, + }, + UnknownBookTime: { + entry: [{ type: 'say', params: "I didn't understand" }], + on: { SPEAK_COMPLETE: "BookTime" }, + }, + + BookDay: { + entry: [{ + type: 'say', + params: ({ context }) => `Do you want me to create an appointment with ${context.name} on ${context.date} for the whole day?`, + }], + on: { + SPEAK_COMPLETE: { actions: ["listen"] }, + RECOGNISED: [ + { + guard: ({ context, event }) => isYes(event.value[0].utterance), + target: "Finalize", + }, + { + guard: ({ context, event }) => isNo(event.value[0].utterance), + target: "AskName", + }, + "UnknownBookDay", + ], + ASR_NOINPUT: "ResetBookDay", + }, + }, + ResetBookDay: { + entry: [{ type: 'say', params: "I didn't hear you" }], + on: { SPEAK_COMPLETE: "BookDay" }, + }, + UnknownBookDay: { + entry: [{ type: 'say', params: "I didn't understand" }], + on: { SPEAK_COMPLETE: "BookDay" }, + }, + + Finalize: { + entry: [{ + type: 'say', + params: ({ context }) => "Your appointment has been created!", + }], + on: { + SPEAK_COMPLETE: "#DM.WaitToStart", + } + }, }, }); From 8040d4fb91957cba0a69886fc4d744d2885d86c4 Mon Sep 17 00:00:00 2001 From: Andreas Henriksson Date: Thu, 15 Feb 2024 23:10:55 +0100 Subject: [PATCH 04/13] Add report --- Code/report-lab2.pdf | 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05/13] Update speechstate --- Code/yarn.lock | 32 ++++++++++++++++++++++---------- 1 file changed, 22 insertions(+), 10 deletions(-) diff --git a/Code/yarn.lock b/Code/yarn.lock index 0c6bcab..b897a52 100644 --- a/Code/yarn.lock +++ b/Code/yarn.lock @@ -1207,7 +1207,7 @@ resolved "https://registry.yarnpkg.com/@rollup/rollup-win32-x64-msvc/-/rollup-win32-x64-msvc-4.11.0.tgz#a59158f78d07cd3ac15092ffca2f0319f3bb69f6" integrity sha512-f3I7h9oTg79UitEco9/2bzwdciYkWr8pITs3meSDSlr1TdvQ7IxkQaaYN2YqZXX5uZhiYL+VuYDmHwNzhx+HOg== -"@statelyai/inspect@^0.2.2", "@statelyai/inspect@^0.2.3": +"@statelyai/inspect@^0.2.2": version "0.2.3" resolved "https://registry.yarnpkg.com/@statelyai/inspect/-/inspect-0.2.3.tgz#58666552b9bdcf7a9a280be710efe8537e48a2f8" integrity sha512-3EgAJ89VTKjwLM+RzocU0V2UhRhxtCbtcRJs7TQVZSWDHzsvMbBz9b7M4kHI5irMK8JjIyq+3KBtaBPSdgH3uQ== @@ -1219,6 +1219,18 @@ superjson "^1" uuid "^9.0.1" +"@statelyai/inspect@^0.2.3": + version "0.2.4" + resolved "https://registry.yarnpkg.com/@statelyai/inspect/-/inspect-0.2.4.tgz#361ff7efbed78234f1b7a262d3e89787a47c633e" + integrity sha512-efzWSPV+x4lslO58qlsa1+UaW7MGEvL5tzSvVz9MhZBMYQLz/SuoOoYzEBd1xipnV88cSK9CGQYRUnxwE6PnwQ== + dependencies: + fast-safe-stringify "^2.1.1" + isomorphic-ws "^5.0.0" + partysocket "^0.0.25" + safe-stable-stringify "^2.4.3" + superjson "^1" + uuid "^9.0.1" + "@types/estree@1.0.5": version "1.0.5" resolved "https://registry.yarnpkg.com/@types/estree/-/estree-1.0.5.tgz#a6ce3e556e00fd9895dd872dd172ad0d4bd687f4" @@ -1340,9 +1352,9 @@ bytesish@^0.4.1: integrity sha512-i4uu6M4zuMUiyfZN4RU2+i9+peJh//pXhd9x1oSe1LBkZ3LEbCoygu8W0bXTukU1Jme2txKuotpCZRaC3FLxcQ== caniuse-lite@^1.0.30001587: - version "1.0.30001587" - resolved "https://registry.yarnpkg.com/caniuse-lite/-/caniuse-lite-1.0.30001587.tgz#a0bce920155fa56a1885a69c74e1163fc34b4881" - integrity sha512-HMFNotUmLXn71BQxg8cijvqxnIAofforZOwGsxyXJ0qugTdspUF4sPSJ2vhgprHCB996tIDzEq1ubumPDV8ULA== + version "1.0.30001589" + resolved "https://registry.yarnpkg.com/caniuse-lite/-/caniuse-lite-1.0.30001589.tgz#7ad6dba4c9bf6561aec8291976402339dc157dfb" + integrity sha512-vNQWS6kI+q6sBlHbh71IIeC+sRwK2N3EDySc/updIGhIee2x5z00J4c1242/5/d6EpEMdOnk/m+6tuk4/tcsqg== caseless@~0.12.0: version "0.12.0" @@ -1427,9 +1439,9 @@ debug@4, debug@^4.1.0, debug@^4.1.1, debug@^4.3.1: ms "2.1.2" electron-to-chromium@^1.4.668: - version "1.4.670" - resolved "https://registry.yarnpkg.com/electron-to-chromium/-/electron-to-chromium-1.4.670.tgz#0fc5ac92ada8371e898ea72d577ffc888167a017" - integrity sha512-hcijYOWjOtjKrKPtNA6tuLlA/bTLO3heFG8pQA6mLpq7dRydSWicXova5lyxDzp1iVJaYhK7J2OQlGE52KYn7A== + version "1.4.680" + resolved "https://registry.yarnpkg.com/electron-to-chromium/-/electron-to-chromium-1.4.680.tgz#18a30d3f557993eda2d5b1e21a06c4d51875392f" + integrity sha512-4nToZ5jlPO14W82NkF32wyjhYqQByVaDmLy4J2/tYcAbJfgO2TKJC780Az1V13gzq4l73CJ0yuyalpXvxXXD9A== error-ex@^1.3.1: version "1.3.2" @@ -2172,9 +2184,9 @@ spdx-license-ids@^3.0.0: integrity sha512-sh8PWc/ftMqAAdFiBu6Fy6JUOYjqDJBJvIhpfDMyHrr0Rbp5liZqd4TjtQ/RgfLjKFZb+LMx5hpml5qOWy0qvg== speechstate@^2.0.0-beta.4: - version "2.0.0-beta.6" - resolved "https://registry.yarnpkg.com/speechstate/-/speechstate-2.0.0-beta.6.tgz#340f2c44525abff39f361c47937b4713bc156f19" - integrity sha512-813RKrKkyYj9ZCR97oN2l2uX912UjS6rGZKdZihjuuOm+GL5cDjRqz7JOGCqZZaZg9XcO2BkIQZYDkDuFHHkOg== + version "2.0.0-beta.7" + resolved "https://registry.yarnpkg.com/speechstate/-/speechstate-2.0.0-beta.7.tgz#32c034f1b4d13f80b50214bd582c325aa6db14a4" + integrity sha512-l8nlgyyOU6VgLHHGgyUkYTMB2ZSTpXvFhXsoCxZ7B+r6gyXQMLh0sVVOhbbiP//afMYOzSjWqAHkJIChEgvaSg== dependencies: "@statelyai/inspect" "^0.2.3" microsoft-cognitiveservices-speech-sdk "^1.31.0" From 3276d3815c63368882f4d50c1d75e21b4bc57b82 Mon Sep 17 00:00:00 2001 From: Andreas Henriksson Date: Thu, 22 Feb 2024 22:29:58 +0100 Subject: [PATCH 06/13] Lab 3 --- Code/dm3.js | 101 ++++++++++++++++++++++++++++++++++++++++++++++++ Code/lab3.mp3 | Bin 0 -> 1116864 bytes Code/lab3.txt | 14 +++++++ report-lab3.pdf | Bin 0 -> 51376 bytes 4 files changed, 115 insertions(+) create mode 100644 Code/dm3.js create mode 100644 Code/lab3.mp3 create mode 100644 Code/lab3.txt create mode 100644 report-lab3.pdf diff --git a/Code/dm3.js b/Code/dm3.js new file mode 100644 index 0000000..1f48aba --- /dev/null +++ b/Code/dm3.js @@ -0,0 +1,101 @@ +// -*- js-indent-level: 2 -*- +import { assign, createActor, setup } from "xstate"; +import { speechstate } from "speechstate"; +import { createBrowserInspector } from "@statelyai/inspect"; +import { KEY } from "./azure.js"; + +const inspector = createBrowserInspector(); + +const azureCredentials = { + endpoint: + "https://northeurope.api.cognitive.microsoft.com/sts/v1.0/issuetoken", + key: KEY, +}; + +const settings = { + azureCredentials: azureCredentials, + asrDefaultCompleteTimeout: 0, + asrDefaultNoInputTimeout: 5000, + locale: "en-US", + ttsDefaultVoice: "en-US-DavisNeural", + speechRecognitionEndpointId: "9b09e345-46df-4373-ad70-a5968bf2e815", +}; + + +const dmMachine = setup({ + actions: { + say: ({ context }, params) => + context.ssRef.send({ + type: "SPEAK", + value: { + utterance: params, + }, + }), + listen: ({ context }, params) => + context.ssRef.send({ + type: "LISTEN", + value: {}, // workaround for some incompatibility I encountered + }), + }, +}).createMachine({ + context: {}, + id: "DM", + initial: "Prepare", + states: { + Prepare: { + entry: [ + assign({ + ssRef: ({ spawn }) => spawn(speechstate, { input: settings }), + }), + ({ context }) => context.ssRef.send({ type: "PREPARE" }), + ], + on: { ASRTTS_READY: "WaitToStart" }, + }, + WaitToStart: { + on: { + CLICK: "ASR", + }, + }, + Greet: { + entry: [{type: 'say', params: "hi!"}], + on: { SPEAK_COMPLETE: "ASR" }, + }, + ASR: { + entry: ["listen"], + on: { + // move on to the next state after any utterance or when no input was received + RECOGNISED: { + actions: [ + ({ context, event }) => { + console.log(); + console.log(`Utterance: '${event.value[0].utterance}'`); + console.log(`Confidence: '${event.value[0].confidence}'`); + console.log(); + } + ], + target: "#DM.WaitToStart", + }, + ASR_NOINPUT: { + target: "#DM.WaitToStart", + }, + }, + }, + }, +}); + +const dmActor = createActor(dmMachine, { + inspect: inspector.inspect, +}).start(); + +dmActor.subscribe((state) => { + /* if you want to log some parts of the state */ +}); + +export function setupButton(element) { + element.addEventListener("click", () => { + dmActor.send({ type: "CLICK" }); + }); + dmActor.getSnapshot().context.ssRef.subscribe((snapshot) => { + element.innerHTML = `${snapshot.value.AsrTtsManager.Ready}`; + }); +} diff --git a/Code/lab3.mp3 b/Code/lab3.mp3 new file mode 100644 index 0000000000000000000000000000000000000000..c0bff71758896ab499a8f8b050d057a49014e7d4 GIT binary patch literal 1116864 zcmXuqcRU;3_c;D61VIqQtk_$`RwMSTP3^|sYE@Bf6B0Aj-qhaIE^W23cWYOb)~?mQ 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dragging on  but that train keeps a rolling  on down to Sanan ton. +When I was just a baby  my mama told me son  Always be a good boy  don't ever play with guns  But I shot a man in Reno  just to watch him die  When I hear that whistle blowing,  I hang my head and cry +Well if they freed me from this prison  if that railroad train was mine I bet I'd move it on, a little farther down the line Far from Folsom prison that's where I want to stay And I'd let that lonesome whistle  blow my blues a way + diff --git a/report-lab3.pdf b/report-lab3.pdf new file mode 100644 index 0000000000000000000000000000000000000000..ce3d24887168ffb83f85f4ad3c6dd8d9dedeca50 GIT binary patch literal 51376 zcma&NQ4g!=!`tL?)(EQ^NN*Z zilX9lO!RCpWb?}->o8nIj6@E`)-b%hFbuM0_7<*|L`)ovtVI8N!7zwh*}9rJ6ETR} z8o8Q@nwdD5n!)h%!??IQn;F@`cy82aPB?FhBlTR;#H;jEqYlunCnn{T93-Psv>rs| z3_)Qfsz3lkL|MIGK6-l#DluP6Pj*1@$-F*&bXHKTY3zO#KS-X5p6iOQWl2irBv(X7 zvMK~u7haNk<43J%hqK1yWn`^rAA41+`|JIJsH3Y%rA%dWE?LrvDM$7{y0)yEVJmb2 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++++++++++++++++++++++++------------------------- 1 file changed, 83 insertions(+), 83 deletions(-) diff --git a/Code/yarn.lock b/Code/yarn.lock index b897a52..6e141dd 100644 --- a/Code/yarn.lock +++ b/Code/yarn.lock @@ -34,26 +34,26 @@ "@babel/highlight" "^7.23.4" chalk "^2.4.2" -"@babel/compat-data@^7.22.6", "@babel/compat-data@^7.23.3", "@babel/compat-data@^7.23.5": +"@babel/compat-data@^7.22.6", "@babel/compat-data@^7.23.5": version "7.23.5" resolved "https://registry.yarnpkg.com/@babel/compat-data/-/compat-data-7.23.5.tgz#ffb878728bb6bdcb6f4510aa51b1be9afb8cfd98" integrity sha512-uU27kfDRlhfKl+w1U6vp16IuvSLtjAxdArVXPa9BvLkrr7CYIsxH5adpHObeAGY/41+syctUWOZ140a2Rvkgjw== "@babel/core@^7.17.5": - version "7.23.9" - resolved "https://registry.yarnpkg.com/@babel/core/-/core-7.23.9.tgz#b028820718000f267870822fec434820e9b1e4d1" - integrity sha512-5q0175NOjddqpvvzU+kDiSOAk4PfdO6FvwCWoQ6RO7rTzEe8vlo+4HVfcnAREhD4npMs0e9uZypjTwzZPCf/cw== + version "7.24.0" + resolved "https://registry.yarnpkg.com/@babel/core/-/core-7.24.0.tgz#56cbda6b185ae9d9bed369816a8f4423c5f2ff1b" + integrity sha512-fQfkg0Gjkza3nf0c7/w6Xf34BW4YvzNfACRLmmb7XRLa6XHdR+K9AlJlxneFfWYf6uhOzuzZVTjF/8KfndZANw== dependencies: "@ampproject/remapping" "^2.2.0" "@babel/code-frame" "^7.23.5" "@babel/generator" "^7.23.6" "@babel/helper-compilation-targets" "^7.23.6" "@babel/helper-module-transforms" "^7.23.3" - "@babel/helpers" "^7.23.9" - "@babel/parser" "^7.23.9" - "@babel/template" "^7.23.9" - "@babel/traverse" "^7.23.9" - "@babel/types" "^7.23.9" + "@babel/helpers" "^7.24.0" + "@babel/parser" "^7.24.0" + "@babel/template" "^7.24.0" + "@babel/traverse" "^7.24.0" + "@babel/types" "^7.24.0" convert-source-map "^2.0.0" debug "^4.1.0" gensync "^1.0.0-beta.2" @@ -96,9 +96,9 @@ semver "^6.3.1" "@babel/helper-create-class-features-plugin@^7.22.15": - version "7.23.10" - resolved 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sha512-1jXM8Hn5SuGNgKwLxSWQiwT/xz51cXunYeiIKXICr7N1IE0skw6qBwWJNiPse5QNYO8v40ATTOCjSwaHFTD0MA== dependencies: "@statelyai/inspect" "^0.2.3" microsoft-cognitiveservices-speech-sdk "^1.31.0" From 037c0e6ba5dd928474aaf82984f336e3d7be04b1 Mon Sep 17 00:00:00 2001 From: Andreas Henriksson Date: Thu, 29 Feb 2024 23:19:24 +0100 Subject: [PATCH 08/13] Lab 4 --- Code/dm4.js | 484 +++++++++++++++++++++++++++++++++++++++++++++++++++ Code/main.js | 2 +- 2 files changed, 485 insertions(+), 1 deletion(-) create mode 100644 Code/dm4.js diff --git a/Code/dm4.js b/Code/dm4.js new file mode 100644 index 0000000..df42dc6 --- /dev/null +++ b/Code/dm4.js @@ -0,0 +1,484 @@ +// -*- js-indent-level: 2 -*- +import { assign, createActor, setup } from "xstate"; +import { speechstate } from "speechstate"; +import { createBrowserInspector } from "@statelyai/inspect"; +import { KEY, NLU_KEY } from "./azure.js"; + +const inspector = createBrowserInspector(); + +const azureLanguageCredentials = { + endpoint: "https://dialogue2024123.cognitiveservices.azure.com/language/:analyze-conversations?api-version=2022-10-01-preview", + key: NLU_KEY, + deploymentName: "appointment", + projectName: "appointment", +}; + +const azureCredentials = { + endpoint: + "https://northeurope.api.cognitive.microsoft.com/sts/v1.0/issuetoken", + key: KEY, +}; + +const settings = { + azureLanguageCredentials: azureLanguageCredentials, + azureCredentials: azureCredentials, + asrDefaultCompleteTimeout: 0, + asrDefaultNoInputTimeout: 5000, + locale: "en-US", + ttsDefaultVoice: "en-US-DavisNeural", +}; + +/* Grammar definition */ +const grammar = { + vlad: { person: "Vladislav Maraev" }, + aya: { person: "Nayat Astaiza Soriano" }, + rasmus: { person: "Rasmus Blanck" }, + andreas: { person: "Andreas Henriksson" }, + + monday: { day: "Monday" }, + tuesday: { day: "Tuesday" }, + wednesday: { day: "Wednesday" }, + thursday: { day: "Thursday" }, + friday: { day: "Friday" }, + saturday: { day: "Saturday" }, + sunday: { day: "Sunday" }, + + tomorrow: { day: "tomorrow" }, + "the day after tomorrow": { day: "The day after tomorrow" }, + + "10": { time: "10:00" }, + "11": { time: "11:00" }, + "12": { time: "12:00" }, + "13": { time: "13:00" }, + // ... +}; + +/* Helper functions */ +function isInGrammar(utterance) { + return utterance.toLowerCase() in grammar; +} + +function getPerson(utterance) { + return (grammar[utterance.toLowerCase()] || {}).person; +} + +function getDay(utterance) { + return (grammar[utterance.toLowerCase()] || {}).day; +} + +function getTime(utterance) { + return (grammar[utterance.toLowerCase()] || {}).time; +} + + +const yesGrammar = new Set([ + "yes", "yeah", "of course", "sure", "yup", +]); +const noGrammar = new Set([ + "no", "nope", "no way", "nah", +]); + +function isYes(utterance) { + return yesGrammar.has(utterance.toLowerCase()); +} + +function isNo(utterance) { + return noGrammar.has(utterance.toLowerCase()); +} + + +function hasCelebrity(nluValue) { + return nluValue.entities.length == 1 && nluValue.entities[0].category === "celebrity"; +} + +function getCelebrity(nluValue) { + console.assert(nluValue.entities[0].extraInformation[0].extraInformationKind === "ListKey"); + + const celebrity = nluValue.entities[0].extraInformation[0].key; + return celebrity; +} + +// from Wikipedia +const explainCelebrityText = { + "Johnny Cash": "Johnny Cash was an American country singer-songwriter. He was known for his deep, calm, bass-baritone voice.", + "Laura Les": "Laura Les is an American music producer, singer and songwriter best known as one half of experimental electronic duo 100 gecs.", +}; + +function explainCelebrity(celebrity) { + return explainCelebrityText[celebrity]; +} + + +const dmMachine = setup({ + actions: { + say: ({ context }, params) => + context.ssRef.send({ + type: "SPEAK", + value: { + utterance: params, + }, + }), + listen: ({ context }, params) => + context.ssRef.send({ + type: "LISTEN", + value: {}, // workaround for some incompatibility I encountered + }), + listen_nlu: ({ context }, params) => + context.ssRef.send({ + type: "LISTEN", + value: { nlu: true }, + }), + }, +}).createMachine({ + context: {}, + id: "DM", + initial: "Prepare", + states: { + Prepare: { + entry: [ + assign({ + ssRef: ({ spawn }) => spawn(speechstate, { input: settings }), + }), + ({ context }) => context.ssRef.send({ type: "PREPARE" }), + ], + on: { ASRTTS_READY: "WaitToStart" }, + }, + WaitToStart: { + on: { + CLICK: { + target: "ReceiveInstruction", + actions: [ + ({ context, event }) => { + context.name = undefined; + context.date = undefined; + context.take_whole_day = undefined; + context.time = undefined; + + context.celebrity = undefined; + }, + ], + }, + }, + }, + ReceiveInstruction: { + entry: ["listen_nlu"], + on: { + RECOGNISED: [ + { + guard: ({ context, event }) => event.nluValue.topIntent === "create_meeting", + actions: [ + ({ context, event }) => { + for (const entity of event.nluValue.entities) { + // set person + if (entity.category === "person" ) { + for (const extra_info of entity.extraInformation) { + if (extra_info.extraInformationKind === "ListKey") + context.name = extra_info.key; + } + console.assert(context.name !== undefined); // there should be a listkey in that array + } + // set day and/or time + if (entity.category === "day" ) { + // assume the first resolution is correct + const resolution = entity.resolutions[0]; + + console.assert(resolution.resolutionKind === "DateTimeResolution"); + + // TODO: this is probably a bit too hacky + const [date, time] = resolution.timex.split("T"); + + if (date) + context.date = date; + if (time) { + context.time = time; + context.take_whole_day = false; + } + } + } + console.log(context); + }, + ], + target: "PreAskName", + }, + { + guard: ({ context, event }) => event.nluValue.topIntent === "who_is_x" && hasCelebrity(event.nluValue), + actions: [ + ({ context, event }) => { context.celebrity = getCelebrity(event.nluValue); }, + ], + target: "ExplainCelebrity", + }, + { + target: "UnknownReceiveInstruction", + }, + ], + ASR_NOINPUT: "ResetReceiveInstruction", + }, + }, + ResetReceiveInstruction: { + entry: [{ type: 'say', params: "I didn't hear you" }], + on: { SPEAK_COMPLETE: "ReceiveInstruction" }, + }, + UnknownReceiveInstruction: { + entry: [{ type: 'say', params: "I didn't understand" }], + on: { SPEAK_COMPLETE: "ReceiveInstruction" }, + }, + + PreAskName: { + always: [ + { + guard: ({ context, event }) => context.name === undefined, + target: "AskName", + }, + { + // skip ahead if name was given + target: "PreAskDay", + }, + ], + }, + AskName: { + entry: [ + {type: 'say', params: "Who are you meeting with?"}, + ], + on: { + SPEAK_COMPLETE: { actions: ["listen"] }, + RECOGNISED: [ + { + guard: ({ context, event }) => getPerson(event.value[0].utterance) !== undefined, + actions: [ + ({ context, event }) => { context.name = getPerson(event.value[0].utterance) }, + ], + target: "PreAskDay", + }, + "UnknownAskName", + ], + ASR_NOINPUT: "ResetAskName", + }, + }, + ResetAskName: { + entry: [{ type: 'say', params: "I didn't hear you" }], + on: { SPEAK_COMPLETE: "AskName" }, + }, + UnknownAskName: { + entry: [{ type: 'say', params: "I didn't understand" }], + on: { SPEAK_COMPLETE: "AskName" }, + }, + + PreAskDay: { + always: [ + { + guard: ({ context, event }) => context.date === undefined, + target: "AskDay", + }, + { + // skip ahead if day was given + target: "PreAskTakeWholeDay", + }, + ], + }, + AskDay: { + entry: [ + {type: 'say', params: "On which day is your meeting?"}, + ], + on: { + SPEAK_COMPLETE: { actions: ["listen"] }, + RECOGNISED: [ + { + guard: ({ context, event }) => getDay(event.value[0].utterance) !== undefined, + actions: [ + ({ context, event }) => { context.date = getDay(event.value[0].utterance) }, + ], + target: "PreAskTakeWholeDay", + }, + "UnknownAskDay", + ], + ASR_NOINPUT: "ResetAskDay", + }, + }, + ResetAskDay: { + entry: [{ type: 'say', params: "I didn't hear you" }], + on: { SPEAK_COMPLETE: "AskDay" }, + }, + UnknownAskDay: { + entry: [{ type: 'say', params: "I didn't understand" }], + on: { SPEAK_COMPLETE: "AskDay" }, + }, + + PreAskTakeWholeDay: { + always: [ + { + guard: ({ context, event }) => context.take_whole_day === undefined, + target: "AskTakeWholeDay", + }, + { + // skip ahead if we already know + target: "PreAskTime", + }, + ], + }, + AskTakeWholeDay: { + entry: [ + {type: 'say', params: "Will it take the whole day?"}, + ], + on: { + SPEAK_COMPLETE: { actions: ["listen"] }, + RECOGNISED: [ + { + guard: ({ context, event }) => isYes(event.value[0].utterance), + target: "BookDay", + }, + { + guard: ({ context, event }) => isNo(event.value[0].utterance), + target: "PreAskTime", + }, + "UnknownAskTakeWholeDay", + ], + ASR_NOINPUT: "ResetAskTakeWholeDay", + }, + }, + ResetAskTakeWholeDay: { + entry: [{ type: 'say', params: "I didn't hear you" }], + on: { SPEAK_COMPLETE: "AskTakeWholeDay" }, + }, + UnknownAskTakeWholeDay: { + entry: [{ type: 'say', params: "I didn't understand" }], + on: { SPEAK_COMPLETE: "AskTakeWholeDay" }, + }, + + PreAskTime: { + always: [ + { + guard: ({ context, event }) => context.time === undefined, + target: "AskTime", + }, + { + // skip ahead if time was given + target: "BookTime", + }, + ], + }, + AskTime: { + entry: [ + {type: 'say', params: "What time is your meeting?"}, + ], + on: { + SPEAK_COMPLETE: { actions: ["listen"] }, + RECOGNISED: [ + { + guard: ({ context, event }) => getTime(event.value[0].utterance) !== undefined, + actions: [ + ({ context, event }) => { context.time = getTime(event.value[0].utterance) }, + ], + target: "BookTime", + }, + "UnknownAskTime", + ], + ASR_NOINPUT: "ResetAskTime", + }, + }, + ResetAskTime: { + entry: [{ type: 'say', params: "I didn't hear you" }], + on: { SPEAK_COMPLETE: "AskTime" }, + }, + UnknownAskTime: { + entry: [{ type: 'say', params: "I didn't understand" }], + on: { SPEAK_COMPLETE: "AskTime" }, + }, + + BookTime: { + entry: [{ + type: 'say', + params: ({ context }) => `Do you want me to create an appointment with ${context.name} on ${context.date} at ${context.time}?`, + }], + on: { + SPEAK_COMPLETE: { actions: ["listen"] }, + RECOGNISED: [ + { + guard: ({ context, event }) => isYes(event.value[0].utterance), + target: "Finalize", + }, + { + guard: ({ context, event }) => isNo(event.value[0].utterance), + target: "AskName", + }, + "UnknownBookTime", + ], + ASR_NOINPUT: "ResetBookTime", + }, + }, + ResetBookTime: { + entry: [{ type: 'say', params: "I didn't hear you" }], + on: { SPEAK_COMPLETE: "BookTime" }, + }, + UnknownBookTime: { + entry: [{ type: 'say', params: "I didn't understand" }], + on: { SPEAK_COMPLETE: "BookTime" }, + }, + + BookDay: { + entry: [{ + type: 'say', + params: ({ context }) => `Do you want me to create an appointment with ${context.name} on ${context.date} for the whole day?`, + }], + on: { + SPEAK_COMPLETE: { actions: ["listen"] }, + RECOGNISED: [ + { + guard: ({ context, event }) => isYes(event.value[0].utterance), + target: "Finalize", + }, + { + guard: ({ context, event }) => isNo(event.value[0].utterance), + target: "AskName", + }, + "UnknownBookDay", + ], + ASR_NOINPUT: "ResetBookDay", + }, + }, + ResetBookDay: { + entry: [{ type: 'say', params: "I didn't hear you" }], + on: { SPEAK_COMPLETE: "BookDay" }, + }, + UnknownBookDay: { + entry: [{ type: 'say', params: "I didn't understand" }], + on: { SPEAK_COMPLETE: "BookDay" }, + }, + + Finalize: { + entry: [{ + type: 'say', + params: ({ context }) => "Your appointment has been created!", + }], + on: { + SPEAK_COMPLETE: "#DM.WaitToStart", + } + }, + + ExplainCelebrity: { + entry: [{ + type: 'say', + params: ({ context }) => explainCelebrity(context.celebrity), + }], + on: { + SPEAK_COMPLETE: "#DM.WaitToStart", + }, + } + }, +}); + +const dmActor = createActor(dmMachine, { + inspect: inspector.inspect, +}).start(); + +dmActor.subscribe((state) => { + /* if you want to log some parts of the state */ +}); + +export function setupButton(element) { + element.addEventListener("click", () => { + dmActor.send({ type: "CLICK" }); + }); + dmActor.getSnapshot().context.ssRef.subscribe((snapshot) => { + element.innerHTML = `${snapshot.value.AsrTtsManager.Ready}`; + }); +} diff --git a/Code/main.js b/Code/main.js index 991df26..7b1df80 100644 --- a/Code/main.js +++ b/Code/main.js @@ -1,5 +1,5 @@ import "./style.css"; -import { setupButton } from "./dm.js"; +import { setupButton } from "./dm4.js"; document.querySelector("#app").innerHTML = `
From da4e253e708fa8f674876bcdc0f39ca6dd29d86a Mon Sep 17 00:00:00 2001 From: Andreas Henriksson Date: Thu, 7 Mar 2024 13:53:26 +0100 Subject: [PATCH 09/13] Refactored code from lab 4 --- Code/dm5.js | 404 +++++++++++++++++++++++++++++++++++++++++++++++++++ Code/main.js | 2 +- 2 files changed, 405 insertions(+), 1 deletion(-) create mode 100644 Code/dm5.js diff --git a/Code/dm5.js b/Code/dm5.js new file mode 100644 index 0000000..d7133aa --- /dev/null +++ b/Code/dm5.js @@ -0,0 +1,404 @@ +// -*- js-indent-level: 2 -*- +import { assign, createActor, setup } from "xstate"; +import { speechstate } from "speechstate"; +import { createBrowserInspector } from "@statelyai/inspect"; +import { KEY, NLU_KEY } from "./azure.js"; + +const inspector = createBrowserInspector(); + +const azureLanguageCredentials = { + endpoint: "https://dialogue2024123.cognitiveservices.azure.com/language/:analyze-conversations?api-version=2022-10-01-preview", + key: NLU_KEY, + deploymentName: "appointment", + projectName: "appointment", +}; + +const azureCredentials = { + endpoint: + "https://northeurope.api.cognitive.microsoft.com/sts/v1.0/issuetoken", + key: KEY, +}; + +const settings = { + azureLanguageCredentials: azureLanguageCredentials, + azureCredentials: azureCredentials, + asrDefaultCompleteTimeout: 0, + asrDefaultNoInputTimeout: 5000, + locale: "en-US", + ttsDefaultVoice: "en-US-DavisNeural", +}; + +/* Grammar definition */ +const grammar = { + vlad: { person: "Vladislav Maraev" }, + aya: { person: "Nayat Astaiza Soriano" }, + rasmus: { person: "Rasmus Blanck" }, + andreas: { person: "Andreas Henriksson" }, + + monday: { day: "Monday" }, + tuesday: { day: "Tuesday" }, + wednesday: { day: "Wednesday" }, + thursday: { day: "Thursday" }, + friday: { day: "Friday" }, + saturday: { day: "Saturday" }, + sunday: { day: "Sunday" }, + + tomorrow: { day: "tomorrow" }, + "the day after tomorrow": { day: "The day after tomorrow" }, + + "10": { time: "10:00" }, + "11": { time: "11:00" }, + "12": { time: "12:00" }, + "13": { time: "13:00" }, + // ... +}; + +/* Helper functions */ +function isInGrammar(utterance) { + return utterance.toLowerCase() in grammar; +} + +function getPerson(utterance) { + return (grammar[utterance.toLowerCase()] || {}).person; +} + +function getDay(utterance) { + return (grammar[utterance.toLowerCase()] || {}).day; +} + +function getTime(utterance) { + return (grammar[utterance.toLowerCase()] || {}).time; +} + + +const yesGrammar = new Set([ + "yes", "yeah", "of course", "sure", "yup", +]); +const noGrammar = new Set([ + "no", "nope", "no way", "nah", +]); + +function isYes(utterance) { + return yesGrammar.has(utterance.toLowerCase()); +} + +function isNo(utterance) { + return noGrammar.has(utterance.toLowerCase()); +} + + +function hasCelebrity(nluValue) { + return nluValue.entities.length == 1 && nluValue.entities[0].category === "celebrity"; +} + +function getCelebrity(nluValue) { + console.assert(nluValue.entities[0].extraInformation[0].extraInformationKind === "ListKey"); + + const celebrity = nluValue.entities[0].extraInformation[0].key; + return celebrity; +} + +// from Wikipedia +const explainCelebrityText = { + "Johnny Cash": "Johnny Cash was an American country singer-songwriter. He was known for his deep, calm, bass-baritone voice.", + "Laura Les": "Laura Les is an American music producer, singer and songwriter best known as one half of experimental electronic duo 100 gecs.", +}; + +function explainCelebrity(celebrity) { + return explainCelebrityText[celebrity]; +} + + +function make_ask_information_states(state_name, query, fn, next_state) { + return { + [state_name]: { + always: [ + { + guard: fn.check_unset || (() => true), + target: "Do" + state_name, + }, + { + // skip ahead if information was already given + target: next_state, + }, + ], + }, + ["Do" + state_name]: { + entry: [ + {type: 'say', params: query}, + ], + on: { + SPEAK_COMPLETE: { actions: ["listen"] }, + RECOGNISED: [ + { + guard: fn.check_response_in_grammar, + actions: [ + fn.update_information, + ], + target: next_state, + }, + "Unknown" + state_name, + ], + ASR_NOINPUT: "Reset" + state_name, + }, + }, + ...make_repeat_states(state_name), + }; +} + +function make_yesno_states(state_name, query, yes_state, no_state) { + return { + // dummy state to fit in the general pattern + [state_name]: { + always: "Do" + state_name, + }, + ["Do" + state_name]: { + entry: [{ + type: 'say', + params: query, + }], + on: { + SPEAK_COMPLETE: { actions: ["listen"] }, + RECOGNISED: [ + { + guard: ({ context, event }) => isYes(event.value[0].utterance), + target: yes_state, + }, + { + guard: ({ context, event }) => isNo(event.value[0].utterance), + target: no_state, + }, + "Unknown" + state_name, + ], + ASR_NOINPUT: "Reset" + state_name, + }, + }, + ...make_repeat_states(state_name), + }; +} + +function make_repeat_states(state_name) { + return { + ["Reset" + state_name]: { + entry: [{ type: 'say', params: "I didn't hear you" }], + on: { SPEAK_COMPLETE: "Do" + state_name }, + }, + ["Unknown" + state_name]: { + entry: [{ type: 'say', params: "I didn't understand" }], + on: { SPEAK_COMPLETE: "Do" + state_name }, + }, + }; +} + + +const dmMachine = setup({ + actions: { + say: ({ context }, params) => + context.ssRef.send({ + type: "SPEAK", + value: { + utterance: params, + }, + }), + listen: ({ context }, params) => + context.ssRef.send({ + type: "LISTEN", + value: {}, // workaround for some incompatibility I encountered + }), + listen_nlu: ({ context }, params) => + context.ssRef.send({ + type: "LISTEN", + value: { nlu: true }, + }), + }, +}).createMachine({ + context: {}, + id: "DM", + initial: "Prepare", + states: { + Prepare: { + entry: [ + assign({ + ssRef: ({ spawn }) => spawn(speechstate, { input: settings }), + }), + ({ context }) => context.ssRef.send({ type: "PREPARE" }), + ], + on: { ASRTTS_READY: "WaitToStart" }, + }, + WaitToStart: { + on: { + CLICK: { + target: "DoReceiveInstruction", + actions: [ + ({ context, event }) => { + context.name = undefined; + context.date = undefined; + context.take_whole_day = undefined; + context.time = undefined; + + context.celebrity = undefined; + }, + ], + }, + }, + }, + DoReceiveInstruction: { + entry: ["listen_nlu"], + on: { + RECOGNISED: [ + { + guard: ({ context, event }) => event.nluValue.topIntent === "create_meeting", + actions: [ + ({ context, event }) => { + for (const entity of event.nluValue.entities) { + // set person + if (entity.category === "person" ) { + for (const extra_info of entity.extraInformation) { + if (extra_info.extraInformationKind === "ListKey") + context.name = extra_info.key; + } + console.assert(context.name !== undefined); // there should be a listkey in that array + } + // set day and/or time + if (entity.category === "day" ) { + // assume the first resolution is correct + const resolution = entity.resolutions[0]; + + console.assert(resolution.resolutionKind === "DateTimeResolution"); + + // TODO: this is probably a bit too hacky + const [date, time] = resolution.timex.split("T"); + + if (date) + context.date = date; + if (time) { + context.time = time; + context.take_whole_day = false; + } + } + } + console.log(context); + }, + ], + target: "AskName", + }, + { + guard: ({ context, event }) => event.nluValue.topIntent === "who_is_x" && hasCelebrity(event.nluValue), + actions: [ + ({ context, event }) => { context.celebrity = getCelebrity(event.nluValue); }, + ], + target: "ExplainCelebrity", + }, + { + target: "UnknownReceiveInstruction", + }, + ], + ASR_NOINPUT: "ResetReceiveInstruction", + }, + }, + ...make_repeat_states("ReceiveInstruction"), + + ...make_ask_information_states( + "AskName", "Who are you meeting with?", + { + check_unset: ({ context, event }) => context.name === undefined, + check_response_in_grammar: ({ context, event }) => getPerson(event.value[0].utterance) !== undefined, + update_information: ({ context, event }) => { context.name = getPerson(event.value[0].utterance) }, + }, + "AskDay" + ), + + ...make_ask_information_states( + "AskDay", "On which day is your meeting?", + { + check_unset: ({ context, event }) => context.date === undefined, + check_response_in_grammar: ({ context, event }) => getDay(event.value[0].utterance) !== undefined, + update_information: ({ context, event }) => { context.date = getDay(event.value[0].utterance) }, + }, + "AskTakeWholeDay" + ), + + ...make_ask_information_states( + "AskTakeWholeDay", "Will it take the whole day?", + { + check_unset: ({ context, event }) => context.take_whole_day === undefined, + check_response_in_grammar: ({ context, event }) => isYes(event.value[0].utterance) || isNo(event.value[0].utterance), + update_information: ({ context, event }) => { context.take_whole_day = isYes(event.value[0].utterance) }, + }, + "AskTime" + ), + + ...make_ask_information_states( + "AskTime", "What time is your meeting?", + { + check_unset: ({ context, event }) => context.take_whole_day === false && context.time === undefined, + check_response_in_grammar: ({ context, event }) => getTime(event.value[0].utterance) !== undefined, + update_information: ({ context, event }) => { context.time = getTime(event.value[0].utterance) }, + }, + "BookMeeting" + ), + + BookMeeting: { + always: [ + { + guard: ({ context, event }) => context.take_whole_day === true, + target: "BookMeetingWholeDay", + }, + { + target: "BookMeetingAtTime", + }, + ], + }, + + ...make_yesno_states( + "BookMeetingWholeDay", + ({ context }) => `Do you want me to create an appointment with ${context.name} on ${context.date} for the whole day?`, + "Finalize", + "AskName", + ), + + ...make_yesno_states( + "BookMeetingAtTime", + ({ context }) => `Do you want me to create an appointment with ${context.name} on ${context.date} at ${context.time}?`, + "Finalize", + "AskName", + ), + + Finalize: { + entry: [{ + type: 'say', + params: ({ context }) => "Your appointment has been created!", + }], + on: { + SPEAK_COMPLETE: "#DM.WaitToStart", + } + }, + + ExplainCelebrity: { + entry: [{ + type: 'say', + params: ({ context }) => explainCelebrity(context.celebrity), + }], + on: { + SPEAK_COMPLETE: "#DM.WaitToStart", + }, + } + }, +}); + +const dmActor = createActor(dmMachine, { + inspect: inspector.inspect, +}).start(); + +dmActor.subscribe((state) => { + /* if you want to log some parts of the state */ +}); + +export function setupButton(element) { + element.addEventListener("click", () => { + dmActor.send({ type: "CLICK" }); + }); + dmActor.getSnapshot().context.ssRef.subscribe((snapshot) => { + element.innerHTML = `${snapshot.value.AsrTtsManager.Ready}`; + }); +} diff --git a/Code/main.js b/Code/main.js index 7b1df80..5d0270a 100644 --- a/Code/main.js +++ b/Code/main.js @@ -1,5 +1,5 @@ import "./style.css"; -import { setupButton } from "./dm4.js"; +import { setupButton } from "./dm5.js"; document.querySelector("#app").innerHTML = `
From 6241ec022cddcded0221bdfe62a8674573aa2789 Mon Sep 17 00:00:00 2001 From: Andreas Henriksson Date: Thu, 7 Mar 2024 19:13:51 +0100 Subject: [PATCH 10/13] Implement help and retries with different formulation --- Code/dm5.js | 86 ++++++++++++++++++++++++++++++++++++++++++----------- 1 file changed, 68 insertions(+), 18 deletions(-) diff --git a/Code/dm5.js b/Code/dm5.js index d7133aa..85f1a30 100644 --- a/Code/dm5.js +++ b/Code/dm5.js @@ -86,6 +86,9 @@ function isNo(utterance) { return noGrammar.has(utterance.toLowerCase()); } +function isHelp(utterance) { + return utterance.toLowerCase() === "help"; +} function hasCelebrity(nluValue) { return nluValue.entities.length == 1 && nluValue.entities[0].category === "celebrity"; @@ -109,9 +112,20 @@ function explainCelebrity(celebrity) { } -function make_ask_information_states(state_name, query, fn, next_state) { +// utility function to handle queries that are pure strings +function ensure_fn(query) { + if (typeof query === "string") + return (({context}) => query); + return query; +} + + +function make_ask_information_states(state_name, query, elaboration, fn, next_state) { return { [state_name]: { + entry: [ + ({ context, event }) => { context.tries = 0; }, + ], always: [ { guard: fn.check_unset || (() => true), @@ -125,7 +139,11 @@ function make_ask_information_states(state_name, query, fn, next_state) { }, ["Do" + state_name]: { entry: [ - {type: 'say', params: query}, + { + type: 'say', + // elaborate on the expected answer on the final try + params: ({ context }) => ensure_fn(query)({context}) + ((context.tries === 2) ? " " + elaboration : ""), + }, ], on: { SPEAK_COMPLETE: { actions: ["listen"] }, @@ -137,26 +155,41 @@ function make_ask_information_states(state_name, query, fn, next_state) { ], target: next_state, }, + { + guard: ({ context, event }) => isHelp(event.value[0].utterance), + target: "Help" + state_name, + }, "Unknown" + state_name, ], ASR_NOINPUT: "Reset" + state_name, }, }, + ["Help" + state_name]: { + entry: [{ type: 'say', params: elaboration }], + on: { SPEAK_COMPLETE: "Do" + state_name }, + }, ...make_repeat_states(state_name), }; } function make_yesno_states(state_name, query, yes_state, no_state) { + const elaboration = "Answer with yes or no"; + return { - // dummy state to fit in the general pattern [state_name]: { + entry: [ + ({ context, event }) => { context.tries = 0; }, + ], always: "Do" + state_name, }, ["Do" + state_name]: { - entry: [{ - type: 'say', - params: query, - }], + entry: [ + { + type: 'say', + // elaborate on the expected answer on the final try + params: ({ context }) => ensure_fn(query)({context}) + ((context.tries === 2) ? " " + elaboration : ""), + }, + ], on: { SPEAK_COMPLETE: { actions: ["listen"] }, RECOGNISED: [ @@ -173,19 +206,36 @@ function make_yesno_states(state_name, query, yes_state, no_state) { ASR_NOINPUT: "Reset" + state_name, }, }, + ["Help" + state_name]: { + entry: [{ type: 'say', params: elaboration }], + on: { SPEAK_COMPLETE: "Do" + state_name }, + }, ...make_repeat_states(state_name), }; } function make_repeat_states(state_name) { return { - ["Reset" + state_name]: { - entry: [{ type: 'say', params: "I didn't hear you" }], - on: { SPEAK_COMPLETE: "Do" + state_name }, - }, - ["Unknown" + state_name]: { - entry: [{ type: 'say', params: "I didn't understand" }], - on: { SPEAK_COMPLETE: "Do" + state_name }, + ["Reset" + state_name]: make_repeat_state("I didn't hear you", "Do" + state_name), + ["Unknown" + state_name]: make_repeat_state("I didn't understand", "Do" + state_name), + }; +} + +function make_repeat_state(message, next_state) { + return { + entry: [ + ({ context, event }) => { context.tries += 1; }, + { type: 'say', params: message }, + ], + on: { + SPEAK_COMPLETE: [ + { + // go to end after 3 tries + guard: ({ context, event }) => context.tries >= 3, + target: "#DM.WaitToStart", + }, + next_state, + ], }, }; } @@ -299,7 +349,7 @@ const dmMachine = setup({ ...make_repeat_states("ReceiveInstruction"), ...make_ask_information_states( - "AskName", "Who are you meeting with?", + "AskName", "Who are you meeting with?", "Answer with a valid name", { check_unset: ({ context, event }) => context.name === undefined, check_response_in_grammar: ({ context, event }) => getPerson(event.value[0].utterance) !== undefined, @@ -309,7 +359,7 @@ const dmMachine = setup({ ), ...make_ask_information_states( - "AskDay", "On which day is your meeting?", + "AskDay", "On which day is your meeting?", "Answer with a weekday", { check_unset: ({ context, event }) => context.date === undefined, check_response_in_grammar: ({ context, event }) => getDay(event.value[0].utterance) !== undefined, @@ -319,7 +369,7 @@ const dmMachine = setup({ ), ...make_ask_information_states( - "AskTakeWholeDay", "Will it take the whole day?", + "AskTakeWholeDay", "Will it take the whole day?", "Answer with yes or no", { check_unset: ({ context, event }) => context.take_whole_day === undefined, check_response_in_grammar: ({ context, event }) => isYes(event.value[0].utterance) || isNo(event.value[0].utterance), @@ -329,7 +379,7 @@ const dmMachine = setup({ ), ...make_ask_information_states( - "AskTime", "What time is your meeting?", + "AskTime", "What time is your meeting?", "Answer with a time of day", { check_unset: ({ context, event }) => context.take_whole_day === false && context.time === undefined, check_response_in_grammar: ({ context, event }) => getTime(event.value[0].utterance) !== undefined, From 2ffd478f1bc4e9c30e23e36ec559630aafda9335 Mon Sep 17 00:00:00 2001 From: Andreas Henriksson Date: Thu, 7 Mar 2024 19:42:40 +0100 Subject: [PATCH 11/13] Implement confidence threshold --- Code/dm5.js | 35 +++++++++++++++++++++++++++++++++-- 1 file changed, 33 insertions(+), 2 deletions(-) diff --git a/Code/dm5.js b/Code/dm5.js index 85f1a30..8c8b060 100644 --- a/Code/dm5.js +++ b/Code/dm5.js @@ -1,5 +1,5 @@ // -*- js-indent-level: 2 -*- -import { assign, createActor, setup } from "xstate"; +import { assign, createActor, setup, and } from "xstate"; import { speechstate } from "speechstate"; import { createBrowserInspector } from "@statelyai/inspect"; import { KEY, NLU_KEY } from "./azure.js"; @@ -53,6 +53,9 @@ const grammar = { // ... }; +const confidence_threshold = 0.5; + + /* Helper functions */ function isInGrammar(utterance) { return utterance.toLowerCase() in grammar; @@ -149,12 +152,23 @@ function make_ask_information_states(state_name, query, elaboration, fn, next_st SPEAK_COMPLETE: { actions: ["listen"] }, RECOGNISED: [ { - guard: fn.check_response_in_grammar, + guard: and([ + fn.check_response_in_grammar, + ({ context, event }) => (event.value[0].confidence >= confidence_threshold) + ]), actions: [ fn.update_information, ], target: next_state, }, + { + guard: fn.check_response_in_grammar, + actions: [ + fn.update_information, + ], + // move to yes-no question, keeping the proposed answer in 'context' + target: "Unconfident" + state_name, + }, { guard: ({ context, event }) => isHelp(event.value[0].utterance), target: "Help" + state_name, @@ -169,6 +183,9 @@ function make_ask_information_states(state_name, query, elaboration, fn, next_st on: { SPEAK_COMPLETE: "Do" + state_name }, }, ...make_repeat_states(state_name), + + // returns to DoStateName if answer is no, this works because the skip check happens in StateName + ...make_yesno_states("Unconfident" + state_name, fn.confirm_information_query, next_state, "Do" + state_name), }; } @@ -193,6 +210,12 @@ function make_yesno_states(state_name, query, yes_state, no_state) { on: { SPEAK_COMPLETE: { actions: ["listen"] }, RECOGNISED: [ + // + // Don't take confidence into account for these kinds of + // yes/no questions; there is little chance for mishearing, + // and it might put us in an endless loop of "Did you mean + // 'yes'?" "yes" + // { guard: ({ context, event }) => isYes(event.value[0].utterance), target: yes_state, @@ -354,6 +377,7 @@ const dmMachine = setup({ check_unset: ({ context, event }) => context.name === undefined, check_response_in_grammar: ({ context, event }) => getPerson(event.value[0].utterance) !== undefined, update_information: ({ context, event }) => { context.name = getPerson(event.value[0].utterance) }, + confirm_information_query: ({ context }) => `You're meeting with ${context.name}?`, }, "AskDay" ), @@ -364,6 +388,7 @@ const dmMachine = setup({ check_unset: ({ context, event }) => context.date === undefined, check_response_in_grammar: ({ context, event }) => getDay(event.value[0].utterance) !== undefined, update_information: ({ context, event }) => { context.date = getDay(event.value[0].utterance) }, + confirm_information_query: ({ context }) => `The meeting is on ${context.date}?`, }, "AskTakeWholeDay" ), @@ -374,6 +399,11 @@ const dmMachine = setup({ check_unset: ({ context, event }) => context.take_whole_day === undefined, check_response_in_grammar: ({ context, event }) => isYes(event.value[0].utterance) || isNo(event.value[0].utterance), update_information: ({ context, event }) => { context.take_whole_day = isYes(event.value[0].utterance) }, + + // We need to be careful about how we ask to confirm that the meeting will not take the whole day, + // if we simply say "It will not take the whole day?", the user would answer "no" to confirm. + // This still isn't perfect... + confirm_information_query: ({ context }) => context.take_whole_day ? "It will take the whole day?" : "Did you say that it won't take the whole day?", }, "AskTime" ), @@ -384,6 +414,7 @@ const dmMachine = setup({ check_unset: ({ context, event }) => context.take_whole_day === false && context.time === undefined, check_response_in_grammar: ({ context, event }) => getTime(event.value[0].utterance) !== undefined, update_information: ({ context, event }) => { context.time = getTime(event.value[0].utterance) }, + confirm_information_query: ({ context }) => `The meeting is at ${context.time}?`, }, "BookMeeting" ), From e7b761089b1d0f4d4512b42319658ad259e5ae61 Mon Sep 17 00:00:00 2001 From: Andreas Henriksson Date: Thu, 7 Mar 2024 20:07:07 +0100 Subject: [PATCH 12/13] Add help for the ReceiveInstruction state --- Code/dm5.js | 10 ++++++++++ 1 file changed, 10 insertions(+) diff --git a/Code/dm5.js b/Code/dm5.js index 8c8b060..2c99649 100644 --- a/Code/dm5.js +++ b/Code/dm5.js @@ -362,6 +362,10 @@ const dmMachine = setup({ ], target: "ExplainCelebrity", }, + { + guard: ({ context, event }) => event.nluValue.topIntent === "help", // (not actually implemented in the nlu) + target: "HelpReceiveInstruction", + }, { target: "UnknownReceiveInstruction", }, @@ -371,6 +375,12 @@ const dmMachine = setup({ }, ...make_repeat_states("ReceiveInstruction"), + HelpReceiveInstruction: { + entry: [{ type: 'say', params: "I can book a meeting, or give information on a celebrity. What do you want to do?" }], + on: { SPEAK_COMPLETE: "DoReceiveInstruction" }, + }, + + ...make_ask_information_states( "AskName", "Who are you meeting with?", "Answer with a valid name", { From 9e9f726eba7b71b62fbd29d830ac0e73528d9954 Mon Sep 17 00:00:00 2001 From: Andreas Henriksson Date: Thu, 7 Mar 2024 20:38:15 +0100 Subject: [PATCH 13/13] Implement NLU threshold (Lab 5 submission) --- Code/dm5.js | 45 ++++++++++++++++++++++++++++++++++++++++++++- 1 file changed, 44 insertions(+), 1 deletion(-) diff --git a/Code/dm5.js b/Code/dm5.js index 2c99649..8a19d29 100644 --- a/Code/dm5.js +++ b/Code/dm5.js @@ -55,6 +55,10 @@ const grammar = { const confidence_threshold = 0.5; +// this has to be set rather high, since the nlu is pretty sure that +// it got the intent right most of the time +const nlu_confidence_threshold = 0.8; + /* Helper functions */ function isInGrammar(utterance) { @@ -319,10 +323,30 @@ const dmMachine = setup({ entry: ["listen_nlu"], on: { RECOGNISED: [ + + // Combine ASR and NLU confidence by first checking the ASR + // confidence; if it's too low we don't do the NLU + // interpretation, to prevent misunderstandings. + // + // In an ideal world, the NLU engine would get more detailed + // information about the recognized string, since low + // confidence in some parts of the audio input does not + // necessarily hurt the understanding, and the other way + // around. But that would make it much harder to get + // training data both for the ASR set and the NLU step. + + { + guard: ({ context, event }) => (event.value[0].confidence < confidence_threshold), + target: "ResetReceiveInstruction", + }, + { guard: ({ context, event }) => event.nluValue.topIntent === "create_meeting", actions: [ ({ context, event }) => { + // save the confidence score, if this is too low we ask the user to confirm + context.nlu_confidence = event.nluValue.intents[0].confidenceScore; + for (const entity of event.nluValue.entities) { // set person if (entity.category === "person" ) { @@ -353,9 +377,10 @@ const dmMachine = setup({ console.log(context); }, ], - target: "AskName", + target: "MaybeConfirmCreateMeeting", }, { + // (nlu confidence score is not handled for this instruction) guard: ({ context, event }) => event.nluValue.topIntent === "who_is_x" && hasCelebrity(event.nluValue), actions: [ ({ context, event }) => { context.celebrity = getCelebrity(event.nluValue); }, @@ -380,6 +405,24 @@ const dmMachine = setup({ on: { SPEAK_COMPLETE: "DoReceiveInstruction" }, }, + // either fall through to 'AskName' if NLU confidence is high, or + // ask a confirming question. + MaybeConfirmCreateMeeting: { + always: [ + { + guard: ({context}) => context.nlu_confidence >= nlu_confidence_threshold, + target: "AskName", + }, + "UnconfidentReceiveInstructionCreateMeeting", + ] + }, + + ...make_yesno_states( + "UnconfidentReceiveInstructionCreateMeeting", + ({ context }) => "You want to create a meeting?", + "AskName", + "DoReceiveInstruction" + ), ...make_ask_information_states( "AskName", "Who are you meeting with?", "Answer with a valid name",

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