diff --git a/accompanist/collection/recognizer.py b/accompanist/collection/recognizer.py
index 265c30b..b25d3f3 100644
--- a/accompanist/collection/recognizer.py
+++ b/accompanist/collection/recognizer.py
@@ -1,19 +1,16 @@
 from functools import lru_cache
+from pathlib import Path
 from typing import List
 
 import whisper
-import yaml
 
 
-class Timestamper:
-    def __init__(self, data_path: str) -> None:
-        self.data_path = data_path
+class LyricsTimestamper:
+    MODEL_TYPE = "tiny"
+    DEVICE = "cuda"
 
-        with open(self.data_path, "r") as config:
-            model_cfg = yaml.safe_load(config)
-            model_type = model_cfg["type"]
-            device = model_cfg["device"]
-        self.model = whisper.load_model(model_type).to(device)
+    def __init__(self) -> None:
+        self.model = whisper.load_model(self.MODEL_TYPE).to(self.DEVICE)
 
     def _levenshtein_distance(self, s1: str, s2: str) -> int:
         @lru_cache(maxsize=None)
@@ -27,18 +24,20 @@ def helper(i, j):
 
         return helper(len(s1), len(s2))
 
-    def get_line_timestamps(
-        self, path_mp3: str, path_text: str
-    ) -> List[dict[str, str]]:
-        with open(path_text, "r") as f:
-            text_lines = f.readlines()
+    def get_karaoke_lyrics(self, path_mp3: Path, lyrics: str) -> List[dict[str, str]]:
+        # TODO: standardize lyrics preprocessing
+        lyrics_lines = [
+            line.strip()
+            for line in lyrics.split("\n")
+            if line.strip() and not line.startswith("[")
+        ]
 
-        transcript = self.model.transcribe(word_timestamps=True, audio=path_mp3)
+        transcript = self.model.transcribe(word_timestamps=True, audio=str(path_mp3))
 
-        output_data = []
+        lyrics_karaoke = []
         segments = transcript["segments"]
         prev_n = 0
-        for line in text_lines:
+        for line in lyrics_lines:
             last_word = line[-1]
             curr_n = len(line)
             curr_segments = segments[prev_n:curr_n]
@@ -47,13 +46,15 @@ def get_line_timestamps(
             min_lev_value = 1000000
             for segment in curr_segments:
                 curr_word = segment["words"][0]["word"]
-                curr_end = segments["words"][0]["end"]
+                curr_end = segment["words"][0]["end"]
                 curr_lev_value = self._levenshtein_distance(curr_word, last_word)
                 if min_lev_value > curr_lev_value:
                     min_lev_value = curr_lev_value
                     min_lev_wordend = curr_end
 
             prev_n = curr_n
-            output_data.append({"line": line, "end_ts": min_lev_wordend})
+            lyrics_karaoke.append({"line": line, "end_ts": min_lev_wordend})
 
-        return output_data
+        # TODO: assert that lines are sorted by "end_ts"
+        print(lyrics_karaoke)
+        return lyrics_karaoke
diff --git a/accompanist/collection/router.py b/accompanist/collection/router.py
index faf687a..97520ff 100644
--- a/accompanist/collection/router.py
+++ b/accompanist/collection/router.py
@@ -56,6 +56,13 @@ async def update_track_lyrics(track_id: int):
     return track
 
 
+# TODO: rename
+@router.post("/tracks/{track_id}/lyrics_timestamps")
+async def update_track_lyrics_timestamps(track_id: int):
+    track = await service.update_lyrics_timestamps(track_id)
+    return track
+
+
 @router.post("/update_lyrics_dev", include_in_schema=False)
 async def update_all_tracks_lyrics():
     tracks = await TrackDAO.find_all()
diff --git a/accompanist/collection/service.py b/accompanist/collection/service.py
index e5e0424..16aa895 100644
--- a/accompanist/collection/service.py
+++ b/accompanist/collection/service.py
@@ -2,8 +2,10 @@
 
 from accompanist.celery.tasks import process_album_task
 from accompanist.collection.dao import TrackDAO
+from accompanist.collection.recognizer import LyricsTimestamper
 from accompanist.collection.schema import AlbumInfoFromUser, TrackUpdateRequest
 from accompanist.collection.service_genius import get_lyrics_from_genius
+from accompanist.config import settings
 
 
 async def add_album(album_info: AlbumInfoFromUser):
@@ -19,3 +21,14 @@ async def update_track_lyrics_by_id(track_id: int):
     update_request = TrackUpdateRequest(lyrics=lyrics, genius_url=genius_url)
     track = await TrackDAO.update(track.id, update_request)
     return track
+
+
+# TODO: rename
+async def update_lyrics_timestamps(track_id: int):
+    track = await TrackDAO.get_with_artist(track_id)
+    timestamper = LyricsTimestamper()
+    vocals_mp3_path = settings.STORAGE_PATH / track.filename_vocals
+    lyrics_karaoke = timestamper.get_karaoke_lyrics(vocals_mp3_path, track.lyrics)
+    update_request = TrackUpdateRequest(lyrics_karaoke=lyrics_karaoke)
+    track = await TrackDAO.update(track.id, update_request)
+    return track
diff --git a/frontend/src/components/TrackComponent.vue b/frontend/src/components/TrackComponent.vue
index 5c641c0..cc0703d 100644
--- a/frontend/src/components/TrackComponent.vue
+++ b/frontend/src/components/TrackComponent.vue
@@ -99,6 +99,18 @@
           >
             Разметить караоке-текст
           </button>
+          <div class="updateAILyricsButtonDiv">
+            <div v-if="updateAIKaraokeLyricsButtonIsLoading">
+              <SpinnerComponent size="20px" />
+            </div>
+            <button
+              v-else
+              @click="updateAIKaraokeLyrics"
+              class="updateLyricsButton"
+            >
+              Разметить караоке-текст с помощью ИИ
+            </button>
+          </div>
           <div v-if="isKaraokeInRecordingMode">
             <RecordTimecodesComponent
               :mp3Url="getStaticUrl(track.filename_original)"
@@ -176,6 +188,7 @@ import { faFileLines } from "@fortawesome/free-regular-svg-icons";
 const backendAddress = inject("backendAddress");
 const getStaticUrl = inject("getStaticUrl");
 const updateLyricsButtonIsLoading = ref(false);
+const updateAIKaraokeLyricsButtonIsLoading = ref(false);
 const TrackPageStates = {
   ShowSpinnerInsteadOfLyrics: 0,
   ShowPlainLyrics: 1,
@@ -298,6 +311,31 @@ async function updateLyrics() {
   }
 }
 
+async function updateAIKaraokeLyrics() {
+  try {
+    // TODO: rename variables
+    updateAIKaraokeLyricsButtonIsLoading.value = true;
+    const response = await fetch(
+      `${backendAddress}/tracks/${track.value.id}/lyrics_timestamps`,
+      {
+        method: "POST",
+        headers: {
+          "Content-Type": "application/json",
+        },
+      }
+    );
+    if (!response.ok) {
+      throw new Error("Failed to update karaoke lyrics with AI");
+    }
+    track.value = await response.json();
+  } catch (error) {
+    console.error(error);
+    alert("Failed to update karaoke lyrics with AI");
+  } finally {
+    updateAIKaraokeLyricsButtonIsLoading.value = false;
+  }
+}
+
 function goToNextTrack() {
   // `number_in_album` is indexed from 1
   let nextTrackId = album.value.tracks[track.value.number_in_album + 1 - 1].id;
diff --git a/poetry.lock b/poetry.lock
index 5ea393c..2986d7f 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -1254,6 +1254,37 @@ files = [
     {file = "lameenc-1.7.0-pp39-pypy39_pp73-manylinux_2_5_i686.manylinux1_i686.manylinux_2_24_i686.whl", hash = "sha256:0bbd88b127bafce6da8ac8b03d5a87791d32b928dc61533e4752a935808fc851"},
 ]
 
+[[package]]
+name = "llvmlite"
+version = "0.42.0"
+description = "lightweight wrapper around basic LLVM functionality"
+category = "main"
+optional = false
+python-versions = ">=3.9"
+files = [
+    {file = "llvmlite-0.42.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:3366938e1bf63d26c34fbfb4c8e8d2ded57d11e0567d5bb243d89aab1eb56098"},
+    {file = "llvmlite-0.42.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:c35da49666a21185d21b551fc3caf46a935d54d66969d32d72af109b5e7d2b6f"},
+    {file = "llvmlite-0.42.0-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:70f44ccc3c6220bd23e0ba698a63ec2a7d3205da0d848804807f37fc243e3f77"},
+    {file = "llvmlite-0.42.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:763f8d8717a9073b9e0246998de89929071d15b47f254c10eef2310b9aac033d"},
+    {file = "llvmlite-0.42.0-cp310-cp310-win_amd64.whl", hash = "sha256:8d90edf400b4ceb3a0e776b6c6e4656d05c7187c439587e06f86afceb66d2be5"},
+    {file = "llvmlite-0.42.0-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:ae511caed28beaf1252dbaf5f40e663f533b79ceb408c874c01754cafabb9cbf"},
+    {file = "llvmlite-0.42.0-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:81e674c2fe85576e6c4474e8c7e7aba7901ac0196e864fe7985492b737dbab65"},
+    {file = "llvmlite-0.42.0-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:bb3975787f13eb97629052edb5017f6c170eebc1c14a0433e8089e5db43bcce6"},
+    {file = "llvmlite-0.42.0-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:c5bece0cdf77f22379f19b1959ccd7aee518afa4afbd3656c6365865f84903f9"},
+    {file = "llvmlite-0.42.0-cp311-cp311-win_amd64.whl", hash = "sha256:7e0c4c11c8c2aa9b0701f91b799cb9134a6a6de51444eff5a9087fc7c1384275"},
+    {file = "llvmlite-0.42.0-cp312-cp312-macosx_10_9_x86_64.whl", hash = "sha256:08fa9ab02b0d0179c688a4216b8939138266519aaa0aa94f1195a8542faedb56"},
+    {file = "llvmlite-0.42.0-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:b2fce7d355068494d1e42202c7aff25d50c462584233013eb4470c33b995e3ee"},
+    {file = "llvmlite-0.42.0-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:ebe66a86dc44634b59a3bc860c7b20d26d9aaffcd30364ebe8ba79161a9121f4"},
+    {file = "llvmlite-0.42.0-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:d47494552559e00d81bfb836cf1c4d5a5062e54102cc5767d5aa1e77ccd2505c"},
+    {file = "llvmlite-0.42.0-cp312-cp312-win_amd64.whl", hash = "sha256:05cb7e9b6ce69165ce4d1b994fbdedca0c62492e537b0cc86141b6e2c78d5888"},
+    {file = "llvmlite-0.42.0-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:bdd3888544538a94d7ec99e7c62a0cdd8833609c85f0c23fcb6c5c591aec60ad"},
+    {file = "llvmlite-0.42.0-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:d0936c2067a67fb8816c908d5457d63eba3e2b17e515c5fe00e5ee2bace06040"},
+    {file = "llvmlite-0.42.0-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:a78ab89f1924fc11482209f6799a7a3fc74ddc80425a7a3e0e8174af0e9e2301"},
+    {file = "llvmlite-0.42.0-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:d7599b65c7af7abbc978dbf345712c60fd596aa5670496561cc10e8a71cebfb2"},
+    {file = "llvmlite-0.42.0-cp39-cp39-win_amd64.whl", hash = "sha256:43d65cc4e206c2e902c1004dd5418417c4efa6c1d04df05c6c5675a27e8ca90e"},
+    {file = "llvmlite-0.42.0.tar.gz", hash = "sha256:f92b09243c0cc3f457da8b983f67bd8e1295d0f5b3746c7a1861d7a99403854a"},
+]
+
 [[package]]
 name = "loguru"
 version = "0.7.2"
@@ -1384,6 +1415,18 @@ files = [
     {file = "MarkupSafe-2.1.5.tar.gz", hash = "sha256:d283d37a890ba4c1ae73ffadf8046435c76e7bc2247bbb63c00bd1a709c6544b"},
 ]
 
+[[package]]
+name = "more-itertools"
+version = "10.2.0"
+description = "More routines for operating on iterables, beyond itertools"
+category = "main"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "more-itertools-10.2.0.tar.gz", hash = "sha256:8fccb480c43d3e99a00087634c06dd02b0d50fbf088b380de5a41a015ec239e1"},
+    {file = "more_itertools-10.2.0-py3-none-any.whl", hash = "sha256:686b06abe565edfab151cb8fd385a05651e1fdf8f0a14191e4439283421f8684"},
+]
+
 [[package]]
 name = "mpmath"
 version = "1.3.0"
@@ -1433,6 +1476,41 @@ doc = ["nb2plots (>=0.7)", "nbconvert (<7.9)", "numpydoc (>=1.6)", "pillow (>=9.
 extra = ["lxml (>=4.6)", "pydot (>=1.4.2)", "pygraphviz (>=1.11)", "sympy (>=1.10)"]
 test = ["pytest (>=7.2)", "pytest-cov (>=4.0)"]
 
+[[package]]
+name = "numba"
+version = "0.59.1"
+description = "compiling Python code using LLVM"
+category = "main"
+optional = false
+python-versions = ">=3.9"
+files = [
+    {file = "numba-0.59.1-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:97385a7f12212c4f4bc28f648720a92514bee79d7063e40ef66c2d30600fd18e"},
+    {file = "numba-0.59.1-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:0b77aecf52040de2a1eb1d7e314497b9e56fba17466c80b457b971a25bb1576d"},
+    {file = "numba-0.59.1-cp310-cp310-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:3476a4f641bfd58f35ead42f4dcaf5f132569c4647c6f1360ccf18ee4cda3990"},
+    {file = "numba-0.59.1-cp310-cp310-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:525ef3f820931bdae95ee5379c670d5c97289c6520726bc6937a4a7d4230ba24"},
+    {file = "numba-0.59.1-cp310-cp310-win_amd64.whl", hash = "sha256:990e395e44d192a12105eca3083b61307db7da10e093972ca285c85bef0963d6"},
+    {file = "numba-0.59.1-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:43727e7ad20b3ec23ee4fc642f5b61845c71f75dd2825b3c234390c6d8d64051"},
+    {file = "numba-0.59.1-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:411df625372c77959570050e861981e9d196cc1da9aa62c3d6a836b5cc338966"},
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+    {file = "numba-0.59.1-cp311-cp311-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:dd2842fac03be4e5324ebbbd4d2d0c8c0fc6e0df75c09477dd45b288a0777389"},
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+    {file = "numba-0.59.1-cp312-cp312-macosx_10_9_x86_64.whl", hash = "sha256:1cce206a3b92836cdf26ef39d3a3242fec25e07f020cc4feec4c4a865e340569"},
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+    {file = "numba-0.59.1-cp312-cp312-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:f7ad1d217773e89a9845886401eaaab0a156a90aa2f179fdc125261fd1105096"},
+    {file = "numba-0.59.1-cp312-cp312-win_amd64.whl", hash = "sha256:5bf68f4d69dd3a9f26a9b23548fa23e3bcb9042e2935257b471d2a8d3c424b7f"},
+    {file = "numba-0.59.1-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:4e0318ae729de6e5dbe64c75ead1a95eb01fabfe0e2ebed81ebf0344d32db0ae"},
+    {file = "numba-0.59.1-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:0f68589740a8c38bb7dc1b938b55d1145244c8353078eea23895d4f82c8b9ec1"},
+    {file = "numba-0.59.1-cp39-cp39-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:649913a3758891c77c32e2d2a3bcbedf4a69f5fea276d11f9119677c45a422e8"},
+    {file = "numba-0.59.1-cp39-cp39-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:9712808e4545270291d76b9a264839ac878c5eb7d8b6e02c970dc0ac29bc8187"},
+    {file = "numba-0.59.1-cp39-cp39-win_amd64.whl", hash = "sha256:8d51ccd7008a83105ad6a0082b6a2b70f1142dc7cfd76deb8c5a862367eb8c86"},
+    {file = "numba-0.59.1.tar.gz", hash = "sha256:76f69132b96028d2774ed20415e8c528a34e3299a40581bae178f0994a2f370b"},
+]
+
+[package.dependencies]
+llvmlite = ">=0.42.0dev0,<0.43"
+numpy = ">=1.22,<1.27"
+
 [[package]]
 name = "numpy"
 version = "1.26.4"
@@ -1649,6 +1727,29 @@ files = [
 antlr4-python3-runtime = ">=4.9.0,<4.10.0"
 PyYAML = ">=5.1.0"
 
+[[package]]
+name = "openai-whisper"
+version = "20231117"
+description = "Robust Speech Recognition via Large-Scale Weak Supervision"
+category = "main"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "openai-whisper-20231117.tar.gz", hash = "sha256:7af424181436f1800cc0b7d75cf40ede34e9ddf1ba4983a910832fcf4aade4a4"},
+]
+
+[package.dependencies]
+more-itertools = "*"
+numba = "*"
+numpy = "*"
+tiktoken = "*"
+torch = "*"
+tqdm = "*"
+triton = ">=2.0.0,<3"
+
+[package.extras]
+dev = ["black", "flake8", "isort", "pytest", "scipy"]
+
 [[package]]
 name = "openunmix"
 version = "1.2.1"
@@ -2155,6 +2256,109 @@ files = [
     {file = "PyYAML-6.0.1.tar.gz", hash = "sha256:bfdf460b1736c775f2ba9f6a92bca30bc2095067b8a9d77876d1fad6cc3b4a43"},
 ]
 
+[[package]]
+name = "regex"
+version = "2024.4.16"
+description = "Alternative regular expression module, to replace re."
+category = "main"
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "regex-2024.4.16-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:fb83cc090eac63c006871fd24db5e30a1f282faa46328572661c0a24a2323a08"},
+    {file = "regex-2024.4.16-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:8c91e1763696c0eb66340c4df98623c2d4e77d0746b8f8f2bee2c6883fd1fe18"},
+    {file = "regex-2024.4.16-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:10188fe732dec829c7acca7422cdd1bf57d853c7199d5a9e96bb4d40db239c73"},
+    {file = "regex-2024.4.16-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:956b58d692f235cfbf5b4f3abd6d99bf102f161ccfe20d2fd0904f51c72c4c66"},
+    {file = "regex-2024.4.16-cp310-cp310-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:a70b51f55fd954d1f194271695821dd62054d949efd6368d8be64edd37f55c86"},
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 [package.dependencies]
 mpmath = ">=0.19"
 
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+    {file = "tiktoken-0.6.0-cp39-cp39-musllinux_1_1_aarch64.whl", hash = "sha256:07f229a5eb250b6403a61200199cecf0aac4aa23c3ecc1c11c1ca002cbb8f159"},
+    {file = "tiktoken-0.6.0-cp39-cp39-musllinux_1_1_x86_64.whl", hash = "sha256:432aa3be8436177b0db5a2b3e7cc28fd6c693f783b2f8722539ba16a867d0c6a"},
+    {file = "tiktoken-0.6.0-cp39-cp39-win_amd64.whl", hash = "sha256:8bfe8a19c8b5c40d121ee7938cd9c6a278e5b97dc035fd61714b4f0399d2f7a1"},
+    {file = "tiktoken-0.6.0.tar.gz", hash = "sha256:ace62a4ede83c75b0374a2ddfa4b76903cf483e9cb06247f566be3bf14e6beed"},
+]
+
+[package.dependencies]
+regex = ">=2022.1.18"
+requests = ">=2.26.0"
+
+[package.extras]
+blobfile = ["blobfile (>=2)"]
+
 [[package]]
 name = "tomli"
 version = "2.0.1"
@@ -3066,4 +3323,4 @@ requests = ">=2.22"
 [metadata]
 lock-version = "2.0"
 python-versions = "^3.10"
-content-hash = "4739b24ef517a1c99cddafa5dae84b9af2338bacc4558d54777949a0717cd674"
+content-hash = "a61e06a5bb0b7d728297ce89580ee9129402f185c40ffe13411fd7959a267800"
diff --git a/pyproject.toml b/pyproject.toml
index 429dedb..cc6639a 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -24,6 +24,7 @@ sqladmin = "^0.16.1"
 pytest = "^8.1.1"
 pytest-asyncio = "^0.23.6"
 httpx = "^0.27.0"
+openai-whisper = "^20231117"
 
 [tool.poetry.group.dev.dependencies]
 ruff = "^0.3.2"