diff --git a/package-lock.json b/package-lock.json
index 48e3e83..4e2681c 100644
--- a/package-lock.json
+++ b/package-lock.json
@@ -8553,9 +8553,9 @@
       }
     },
     "tesseract.js-core": {
-      "version": "2.0.0-beta.10",
-      "resolved": "https://registry.npmjs.org/tesseract.js-core/-/tesseract.js-core-2.0.0-beta.10.tgz",
-      "integrity": "sha512-QmNgMA9m5ES5uMTqpOAPysrUA80vUx/6WKQlfkK3zhOeAgqv8DjwwcDv9tQv2TgRzOQ+LFKrJn94Y2rw5b2IGw=="
+      "version": "2.0.0-beta.11",
+      "resolved": "https://registry.npmjs.org/tesseract.js-core/-/tesseract.js-core-2.0.0-beta.11.tgz",
+      "integrity": "sha512-07haKH2JYYo0OfIJoioMS9dDiI5Hrl7+r1MqjeNAAT5WpKO0ATe4cpncC8s1kz0e3s1kaC5WOwL3YJcjbJE+hg=="
     },
     "tesseract.js-utils": {
       "version": "1.0.0-beta.8",
diff --git a/package.json b/package.json
index d707c69..6c8e2a3 100644
--- a/package.json
+++ b/package.json
@@ -57,7 +57,7 @@
     "node-fetch": "^2.3.0",
     "opencollective-postinstall": "^2.0.2",
     "resolve-url": "^0.2.1",
-    "tesseract.js-core": "^2.0.0-beta.10",
+    "tesseract.js-core": "^2.0.0-beta.11",
     "tesseract.js-utils": "^1.0.0-beta.8"
   },
   "repository": {
diff --git a/src/common/dump.js b/src/common/dump.js
index 4a4965f..9ec104b 100644
--- a/src/common/dump.js
+++ b/src/common/dump.js
@@ -78,7 +78,10 @@ module.exports = (TessModule, api, {
         for (let i = 0; i < n; i += 1) {
           polygon.push([px.getValue(i), py.getValue(i)]);
         }
-        TessModule._ptaDestroy(TessModule.getPointer(poly));
+        /*
+         * TODO: find out why _ptaDestroy doesn't work
+         */
+        // TessModule._ptaDestroy(TessModule.getPointer(poly));
       }
 
       block = {
diff --git a/src/common/types.js b/src/common/types.js
index 68ae1f8..63d46a8 100644
--- a/src/common/types.js
+++ b/src/common/types.js
@@ -12,7 +12,6 @@ module.exports = {
     LSTM_ONLY: 1,
     TESSERACT_LSTM_COMBINED: 2,
     DEFAULT: 3,
-    COUNT: 4,
   },
   /*
    * PSM = Page Segmentation Mode
@@ -31,6 +30,5 @@ module.exports = {
     SPARSE_TEXT: '10',
     SPARSE_TEXT_OSD: '11',
     RAW_LINE: '12',
-    COUNT: '13',
   },
 };
diff --git a/src/common/workerUtils.js b/src/common/workerUtils.js
index 296bf7a..86c3f12 100644
--- a/src/common/workerUtils.js
+++ b/src/common/workerUtils.js
@@ -11,6 +11,7 @@ const { readImage, loadLang } = require('tesseract.js-utils');
 const pdfTTF = require('./pdf-ttf');
 const dump = require('./dump');
 const { defaultParams } = require('./options');
+const { OEM, PSM } = require('./types');
 
 /*
  * Tesseract Module returned by TesseractCore.
@@ -201,11 +202,33 @@ const loadLanguage = ({ langs, options }, res) => {
  * @param {object} res - job instance
  */
 const handleRecognize = ({
-  image, langs, options, params: customParams,
-}, res) => (
-  handleInit(options, res)
+  image, langs: iLangs, options, params: customParams,
+}, res) => {
+  const params = {
+    ...defaultParams,
+    ...customParams,
+  };
+  const { tessedit_pageseg_mode } = params;
+  let langs = iLangs;
+
+  /*
+   * When PSM === OSD_ONLY or AUTO_OSD or RAW_LINE
+   * osd.traineddata must be included and
+   * OEM must be TESSERACT_ONLY (LSTM doesn't support OSD)
+   */
+  if ([
+    PSM.OSD_ONLY,
+    PSM.AUTO_OSD,
+    PSM.RAW_LINE,
+  ].includes(tessedit_pageseg_mode)) {
+    langs = (typeof iLangs === 'string')
+      ? `${iLangs}+osd`
+      : [...iLangs, 'osd'];
+    params.tessedit_ocr_engine_mode = OEM.TESSERACT_ONLY;
+  }
+  return handleInit(options, res)
     .then(() => (
-      loadLanguage({ langs, options }, res)
+      loadLanguage({ langs, params, options }, res)
         .catch((e) => {
           if (e instanceof DOMException) {
             /*
@@ -222,10 +245,6 @@ const handleRecognize = ({
             const progressUpdate = (progress) => {
               res.progress({ status: 'initializing api', progress });
             };
-            const params = {
-              ...defaultParams,
-              ...customParams,
-            };
             progressUpdate(0);
             handleParams(langs, params);
             progressUpdate(0.5);
@@ -241,8 +260,8 @@ const handleRecognize = ({
             res.reject({ err });
           }
         })
-    ))
-);
+    ));
+};
 
 /**
  * handleDetect
@@ -263,8 +282,8 @@ const handleDetect = ({
     .then(() => (
       loadLanguage({ langs, options }, res)
         .then(() => {
-          api.Init(null, getLangsStr(langs));
-          api.SetPageSegMode(TessModule.PSM_OSD_ONLY);
+          api.Init(null, getLangsStr(langs), OEM.TESSERACT_ONLY);
+          api.SetPageSegMode(PSM.OSD_ONLY);
           const params = {
             ...defaultParams,
             ...customParams,
diff --git a/tests/recognize.test.js b/tests/recognize.test.js
index bf2c513..48252b0 100644
--- a/tests/recognize.test.js
+++ b/tests/recognize.test.js
@@ -1,4 +1,4 @@
-const { TesseractWorker } = Tesseract;
+const { TesseractWorker, PSM } = Tesseract;
 
 const isBrowser = typeof window !== 'undefined' && typeof window.document !== 'undefined';
 const SIMPLE_PNG = 'data:image/png;base64,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';
@@ -145,6 +145,24 @@ describe('recognize()', () => {
     ));
   });
 
+  describe('should support all page seg modes', () => {
+    Object
+      .keys(PSM)
+      .map(name => ({ name, mode: PSM[name] }))
+      .forEach(({ name, mode }) => (
+        it(`support PSM.${name} mode`, (done) => {
+          const worker = getWorker();
+          worker
+            .recognize(`${IMAGE_PATH}/testocr.png`, 'eng', { tessedit_pageseg_mode: mode })
+            .then((ret) => {
+              expect(Object.keys(ret).length).not.to.be(0);
+              worker.terminate();
+              done();
+            });
+        }).timeout(30000)
+      ));
+  });
+
   describe('should recognize base64 image', () => {
     [
       { format: 'png', image: SIMPLE_PNG, ans: SIMPLE_TEXT },