diff --git a/Dockerfile b/Dockerfile
index 63ae4e212..89e5bc3a8 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -134,9 +134,7 @@ RUN apt-get -qq update \
     libtbb2 libtbb-dev libdc1394-22-dev libopenexr-dev \
     libgstreamer-plugins-base1.0-dev libgstreamer1.0-dev \
     # scipy dependencies
-    gcc gfortran libopenblas-dev liblapack-dev \
-    # faster-fifo dependencies
-    g++ cython3 && \
+    gcc gfortran libopenblas-dev liblapack-dev && \
     rm -rf /var/lib/apt/lists/*
 
 RUN wget -q https://bootstrap.pypa.io/get-pip.py -O get-pip.py \
diff --git a/frigate/app.py b/frigate/app.py
index 6296134eb..7a9f7538b 100644
--- a/frigate/app.py
+++ b/frigate/app.py
@@ -6,13 +6,12 @@ import shutil
 import signal
 import sys
 import traceback
+from multiprocessing import Queue
 from multiprocessing.synchronize import Event as MpEvent
 from types import FrameType
 from typing import Optional
 
-import faster_fifo as ff
 import psutil
-from faster_fifo import Queue
 from peewee_migrate import Router
 from playhouse.sqlite_ext import SqliteExtDatabase
 from playhouse.sqliteq import SqliteQueueDatabase
@@ -27,7 +26,6 @@ from frigate.const import (
     CLIPS_DIR,
     CONFIG_DIR,
     DEFAULT_DB_PATH,
-    DEFAULT_QUEUE_BUFFER_SIZE,
     EXPORT_DIR,
     MODEL_CACHE_DIR,
     RECORD_DIR,
@@ -60,11 +58,11 @@ logger = logging.getLogger(__name__)
 class FrigateApp:
     def __init__(self) -> None:
         self.stop_event: MpEvent = mp.Event()
-        self.detection_queue: Queue = ff.Queue()
+        self.detection_queue: Queue = mp.Queue()
         self.detectors: dict[str, ObjectDetectProcess] = {}
         self.detection_out_events: dict[str, MpEvent] = {}
         self.detection_shms: list[mp.shared_memory.SharedMemory] = []
-        self.log_queue: Queue = ff.Queue()
+        self.log_queue: Queue = mp.Queue()
         self.plus_api = PlusApi()
         self.camera_metrics: dict[str, CameraMetricsTypes] = {}
         self.feature_metrics: dict[str, FeatureMetricsTypes] = {}
@@ -210,14 +208,8 @@ class FrigateApp:
 
     def init_queues(self) -> None:
         # Queues for clip processing
-        self.event_queue: Queue = ff.Queue(
-            DEFAULT_QUEUE_BUFFER_SIZE
-            * sum(camera.enabled for camera in self.config.cameras.values())
-        )
-        self.event_processed_queue: Queue = ff.Queue(
-            DEFAULT_QUEUE_BUFFER_SIZE
-            * sum(camera.enabled for camera in self.config.cameras.values())
-        )
+        self.event_queue: Queue = mp.Queue()
+        self.event_processed_queue: Queue = mp.Queue()
         self.video_output_queue: Queue = mp.Queue(
             maxsize=sum(camera.enabled for camera in self.config.cameras.values()) * 2
         )
@@ -228,29 +220,20 @@ class FrigateApp:
         )
 
         # Queue for object recordings info
-        self.object_recordings_info_queue: Queue = ff.Queue(
-            DEFAULT_QUEUE_BUFFER_SIZE
-            * sum(camera.enabled for camera in self.config.cameras.values())
-        )
+        self.object_recordings_info_queue: Queue = mp.Queue()
 
         # Queue for audio recordings info if enabled
         self.audio_recordings_info_queue: Optional[Queue] = (
-            ff.Queue(
-                DEFAULT_QUEUE_BUFFER_SIZE
-                * sum(camera.audio.enabled for camera in self.config.cameras.values())
-            )
+            mp.Queue()
             if len([c for c in self.config.cameras.values() if c.audio.enabled]) > 0
             else None
         )
 
         # Queue for timeline events
-        self.timeline_queue: Queue = ff.Queue(
-            DEFAULT_QUEUE_BUFFER_SIZE
-            * sum(camera.enabled for camera in self.config.cameras.values())
-        )
+        self.timeline_queue: Queue = mp.Queue()
 
         # Queue for inter process communication
-        self.inter_process_queue: Queue = ff.Queue(DEFAULT_QUEUE_BUFFER_SIZE)
+        self.inter_process_queue: Queue = mp.Queue()
 
     def init_database(self) -> None:
         def vacuum_db(db: SqliteExtDatabase) -> None:
diff --git a/frigate/comms/inter_process.py b/frigate/comms/inter_process.py
index ff4a1180a..74ce9bc0c 100644
--- a/frigate/comms/inter_process.py
+++ b/frigate/comms/inter_process.py
@@ -1,11 +1,10 @@
 import multiprocessing as mp
 import queue
 import threading
+from multiprocessing import Queue
 from multiprocessing.synchronize import Event as MpEvent
 from typing import Callable
 
-from faster_fifo import Queue
-
 from frigate.comms.dispatcher import Communicator
 
 
diff --git a/frigate/const.py b/frigate/const.py
index c7c75c6b3..b6b0e44bd 100644
--- a/frigate/const.py
+++ b/frigate/const.py
@@ -46,7 +46,3 @@ DRIVER_INTEL_iHD = "iHD"
 
 MAX_SEGMENT_DURATION = 600
 MAX_PLAYLIST_SECONDS = 7200  # support 2 hour segments for a single playlist to account for cameras with inconsistent segment times
-
-# Queue Values
-
-DEFAULT_QUEUE_BUFFER_SIZE = 1000 * 1000  # 1MB
diff --git a/frigate/events/audio.py b/frigate/events/audio.py
index 1c39e4d59..d2b3d8298 100644
--- a/frigate/events/audio.py
+++ b/frigate/events/audio.py
@@ -9,7 +9,6 @@ import threading
 from types import FrameType
 from typing import Optional, Tuple
 
-import faster_fifo as ff
 import numpy as np
 import requests
 from setproctitle import setproctitle
@@ -52,7 +51,7 @@ def get_ffmpeg_command(input_args: list[str], input_path: str, pipe: str) -> lis
 
 def listen_to_audio(
     config: FrigateConfig,
-    recordings_info_queue: ff.Queue,
+    recordings_info_queue: mp.Queue,
     process_info: dict[str, FeatureMetricsTypes],
     inter_process_communicator: InterProcessCommunicator,
 ) -> None:
@@ -152,7 +151,7 @@ class AudioEventMaintainer(threading.Thread):
     def __init__(
         self,
         camera: CameraConfig,
-        recordings_info_queue: ff.Queue,
+        recordings_info_queue: mp.Queue,
         feature_metrics: dict[str, FeatureMetricsTypes],
         stop_event: mp.Event,
         inter_process_communicator: InterProcessCommunicator,
diff --git a/frigate/events/external.py b/frigate/events/external.py
index a801e6d24..376f47211 100644
--- a/frigate/events/external.py
+++ b/frigate/events/external.py
@@ -6,10 +6,10 @@ import logging
 import os
 import random
 import string
+from multiprocessing import Queue
 from typing import Optional
 
 import cv2
-from faster_fifo import Queue
 
 from frigate.config import CameraConfig, FrigateConfig
 from frigate.const import CLIPS_DIR
diff --git a/frigate/events/maintainer.py b/frigate/events/maintainer.py
index d92bb0a44..0c9986693 100644
--- a/frigate/events/maintainer.py
+++ b/frigate/events/maintainer.py
@@ -3,11 +3,10 @@ import logging
 import queue
 import threading
 from enum import Enum
+from multiprocessing import Queue
 from multiprocessing.synchronize import Event as MpEvent
 from typing import Dict
 
-from faster_fifo import Queue
-
 from frigate.config import EventsConfig, FrigateConfig
 from frigate.models import Event
 from frigate.types import CameraMetricsTypes
diff --git a/frigate/log.py b/frigate/log.py
index e839de76d..387db0217 100644
--- a/frigate/log.py
+++ b/frigate/log.py
@@ -7,10 +7,10 @@ import signal
 import threading
 from collections import deque
 from logging import handlers
+from multiprocessing import Queue
 from types import FrameType
 from typing import Deque, Optional
 
-from faster_fifo import Queue
 from setproctitle import setproctitle
 
 from frigate.util.builtin import clean_camera_user_pass
diff --git a/frigate/object_detection.py b/frigate/object_detection.py
index 22adb954e..9d00dca46 100644
--- a/frigate/object_detection.py
+++ b/frigate/object_detection.py
@@ -7,7 +7,6 @@ import signal
 import threading
 from abc import ABC, abstractmethod
 
-import faster_fifo as ff
 import numpy as np
 from setproctitle import setproctitle
 
@@ -78,7 +77,7 @@ class LocalObjectDetector(ObjectDetector):
 
 def run_detector(
     name: str,
-    detection_queue: ff.Queue,
+    detection_queue: mp.Queue,
     out_events: dict[str, mp.Event],
     avg_speed,
     start,
diff --git a/frigate/record/maintainer.py b/frigate/record/maintainer.py
index 044a8e0d7..e1dabdf67 100644
--- a/frigate/record/maintainer.py
+++ b/frigate/record/maintainer.py
@@ -3,6 +3,7 @@
 import asyncio
 import datetime
 import logging
+import multiprocessing as mp
 import os
 import queue
 import random
@@ -14,7 +15,6 @@ from multiprocessing.synchronize import Event as MpEvent
 from pathlib import Path
 from typing import Any, Optional, Tuple
 
-import faster_fifo as ff
 import numpy as np
 import psutil
 
@@ -28,12 +28,31 @@ from frigate.util.services import get_video_properties
 logger = logging.getLogger(__name__)
 
 
+class SegmentInfo:
+    def __init__(
+        self, motion_box_count: int, active_object_count: int, average_dBFS: int
+    ) -> None:
+        self.motion_box_count = motion_box_count
+        self.active_object_count = active_object_count
+        self.average_dBFS = average_dBFS
+
+    def should_discard_segment(self, retain_mode: RetainModeEnum) -> bool:
+        return (
+            retain_mode == RetainModeEnum.motion
+            and self.motion_box_count == 0
+            and self.average_dBFS == 0
+        ) or (
+            retain_mode == RetainModeEnum.active_objects
+            and self.active_object_count == 0
+        )
+
+
 class RecordingMaintainer(threading.Thread):
     def __init__(
         self,
         config: FrigateConfig,
-        object_recordings_info_queue: ff.Queue,
-        audio_recordings_info_queue: Optional[ff.Queue],
+        object_recordings_info_queue: mp.Queue,
+        audio_recordings_info_queue: Optional[mp.Queue],
         process_info: dict[str, FeatureMetricsTypes],
         stop_event: MpEvent,
     ):
@@ -234,7 +253,7 @@ class RecordingMaintainer(threading.Thread):
 
     def segment_stats(
         self, camera: str, start_time: datetime.datetime, end_time: datetime.datetime
-    ) -> Tuple[int, int, int]:
+    ) -> SegmentInfo:
         active_count = 0
         motion_count = 0
         for frame in self.object_recordings_info[camera]:
@@ -269,7 +288,7 @@ class RecordingMaintainer(threading.Thread):
 
         average_dBFS = 0 if not audio_values else np.average(audio_values)
 
-        return (motion_count, active_count, round(average_dBFS))
+        return SegmentInfo(motion_count, active_count, round(average_dBFS))
 
     def store_segment(
         self,
@@ -280,18 +299,10 @@ class RecordingMaintainer(threading.Thread):
         cache_path: str,
         store_mode: RetainModeEnum,
     ) -> None:
-        motion_count, active_count, averageDBFS = self.segment_stats(
-            camera, start_time, end_time
-        )
+        segment_info = self.segment_stats(camera, start_time, end_time)
 
         # check if the segment shouldn't be stored
-        if (
-            (store_mode == RetainModeEnum.motion and motion_count == 0)
-            or (
-                store_mode == RetainModeEnum.motion and averageDBFS == 0
-            )  # dBFS is stored in a negative scale
-            or (store_mode == RetainModeEnum.active_objects and active_count == 0)
-        ):
+        if segment_info.should_discard_segment(store_mode):
             Path(cache_path).unlink(missing_ok=True)
             self.end_time_cache.pop(cache_path, None)
             return
@@ -364,10 +375,10 @@ class RecordingMaintainer(threading.Thread):
                     start_time=start_time.timestamp(),
                     end_time=end_time.timestamp(),
                     duration=duration,
-                    motion=motion_count,
+                    motion=segment_info.motion_box_count,
                     # TODO: update this to store list of active objects at some point
-                    objects=active_count,
-                    dBFS=averageDBFS,
+                    objects=segment_info.active_object_count,
+                    dBFS=segment_info.average_dBFS,
                     segment_size=segment_size,
                 )
         except Exception as e:
diff --git a/frigate/record/record.py b/frigate/record/record.py
index 1a9edada7..c76ff3d63 100644
--- a/frigate/record/record.py
+++ b/frigate/record/record.py
@@ -7,7 +7,6 @@ import threading
 from types import FrameType
 from typing import Optional
 
-import faster_fifo as ff
 from playhouse.sqliteq import SqliteQueueDatabase
 from setproctitle import setproctitle
 
@@ -23,8 +22,8 @@ logger = logging.getLogger(__name__)
 
 def manage_recordings(
     config: FrigateConfig,
-    object_recordings_info_queue: ff.Queue,
-    audio_recordings_info_queue: ff.Queue,
+    object_recordings_info_queue: mp.Queue,
+    audio_recordings_info_queue: mp.Queue,
     process_info: dict[str, FeatureMetricsTypes],
 ) -> None:
     stop_event = mp.Event()
diff --git a/frigate/test/test_record_retention.py b/frigate/test/test_record_retention.py
new file mode 100644
index 000000000..dbe115791
--- /dev/null
+++ b/frigate/test/test_record_retention.py
@@ -0,0 +1,33 @@
+import unittest
+
+from frigate.config import RetainModeEnum
+from frigate.record.maintainer import SegmentInfo
+
+
+class TestRecordRetention(unittest.TestCase):
+    def test_motion_should_keep_motion_not_object(self):
+        segment_info = SegmentInfo(
+            motion_box_count=1, active_object_count=0, average_dBFS=0
+        )
+        assert not segment_info.should_discard_segment(RetainModeEnum.motion)
+        assert segment_info.should_discard_segment(RetainModeEnum.active_objects)
+
+    def test_object_should_keep_object_not_motion(self):
+        segment_info = SegmentInfo(
+            motion_box_count=0, active_object_count=1, average_dBFS=0
+        )
+        assert segment_info.should_discard_segment(RetainModeEnum.motion)
+        assert not segment_info.should_discard_segment(RetainModeEnum.active_objects)
+
+    def test_all_should_keep_all(self):
+        segment_info = SegmentInfo(
+            motion_box_count=0, active_object_count=0, average_dBFS=0
+        )
+        assert not segment_info.should_discard_segment(RetainModeEnum.all)
+
+    def test_should_keep_audio_in_motion_mode(self):
+        segment_info = SegmentInfo(
+            motion_box_count=0, active_object_count=0, average_dBFS=1
+        )
+        assert not segment_info.should_discard_segment(RetainModeEnum.motion)
+        assert segment_info.should_discard_segment(RetainModeEnum.active_objects)
diff --git a/frigate/timeline.py b/frigate/timeline.py
index 48392ad96..861dbe411 100644
--- a/frigate/timeline.py
+++ b/frigate/timeline.py
@@ -3,10 +3,9 @@
 import logging
 import queue
 import threading
+from multiprocessing import Queue
 from multiprocessing.synchronize import Event as MpEvent
 
-from faster_fifo import Queue
-
 from frigate.config import FrigateConfig
 from frigate.events.maintainer import EventTypeEnum
 from frigate.models import Timeline
diff --git a/frigate/types.py b/frigate/types.py
index 05181d714..5637c325e 100644
--- a/frigate/types.py
+++ b/frigate/types.py
@@ -1,10 +1,9 @@
+from multiprocessing import Queue
 from multiprocessing.context import Process
 from multiprocessing.sharedctypes import Synchronized
 from multiprocessing.synchronize import Event
 from typing import Optional, TypedDict
 
-from faster_fifo import Queue
-
 from frigate.object_detection import ObjectDetectProcess
 
 
diff --git a/frigate/video.py b/frigate/video.py
index d9dc97acf..075e53a0c 100755
--- a/frigate/video.py
+++ b/frigate/video.py
@@ -11,7 +11,6 @@ import time
 from collections import defaultdict
 
 import cv2
-import faster_fifo as ff
 import numpy as np
 from setproctitle import setproctitle
 
@@ -731,7 +730,7 @@ def get_consolidated_object_detections(detected_object_groups):
 
 def process_frames(
     camera_name: str,
-    frame_queue: ff.Queue,
+    frame_queue: mp.Queue,
     frame_shape,
     model_config: ModelConfig,
     detect_config: DetectConfig,
@@ -739,7 +738,7 @@ def process_frames(
     motion_detector: MotionDetector,
     object_detector: RemoteObjectDetector,
     object_tracker: ObjectTracker,
-    detected_objects_queue: ff.Queue,
+    detected_objects_queue: mp.Queue,
     process_info: dict,
     objects_to_track: list[str],
     object_filters,
diff --git a/requirements-wheels.txt b/requirements-wheels.txt
index 3232e8f31..30f8908b5 100644
--- a/requirements-wheels.txt
+++ b/requirements-wheels.txt
@@ -1,6 +1,5 @@
 click == 8.1.*
 Flask == 2.3.*
-faster-fifo == 1.4.*
 imutils == 0.5.*
 matplotlib == 3.7.*
 mypy == 1.4.1
diff --git a/web/src/components/Button.jsx b/web/src/components/Button.jsx
index a47f93265..abaf81548 100644
--- a/web/src/components/Button.jsx
+++ b/web/src/components/Button.jsx
@@ -65,6 +65,7 @@ export default function Button({
   className = '',
   color = 'blue',
   disabled = false,
+  ariaCapitalize = false,
   href,
   type = 'contained',
   ...attrs
@@ -107,7 +108,7 @@ export default function Button({
       >
         {children}
       </Element>
-      {hovered && attrs['aria-label'] ? <Tooltip text={attrs['aria-label']} relativeTo={ref} /> : null}
+      {hovered && attrs['aria-label'] ? <Tooltip text={attrs['aria-label']} relativeTo={ref} capitalize={ariaCapitalize} /> : null}
     </Fragment>
   );
 }
diff --git a/web/src/components/Card.jsx b/web/src/components/Card.jsx
index 7b366d98b..43f334d1d 100644
--- a/web/src/components/Card.jsx
+++ b/web/src/components/Card.jsx
@@ -39,7 +39,7 @@ export default function Box({
               ))}
               <div class="flex-grow" />
               {icons.map(({ name, icon: Icon, ...props }) => (
-                <Button aria-label={name} className="rounded-full" key={name} type="text" {...props}>
+                <Button aria-label={name} ariaCapitalize={true} className="rounded-full" key={name} type="text" {...props}>
                   <Icon className="w-6" />
                 </Button>
               ))}
diff --git a/web/src/components/Tooltip.jsx b/web/src/components/Tooltip.jsx
index 58f723ac5..a7da1d29f 100644
--- a/web/src/components/Tooltip.jsx
+++ b/web/src/components/Tooltip.jsx
@@ -4,7 +4,7 @@ import { useLayoutEffect, useRef, useState } from 'preact/hooks';
 
 const TIP_SPACE = 20;
 
-export default function Tooltip({ relativeTo, text }) {
+export default function Tooltip({ relativeTo, text, capitalize }) {
   const [position, setPosition] = useState({ top: -9999, left: -9999 });
   const portalRoot = document.getElementById('tooltips');
   const ref = useRef();
@@ -49,9 +49,9 @@ export default function Tooltip({ relativeTo, text }) {
   const tooltip = (
     <div
       role="tooltip"
-      className={`shadow max-w-lg absolute pointer-events-none bg-gray-900 dark:bg-gray-200 bg-opacity-80 rounded px-2 py-1 transition-transform transition-opacity duration-75 transform scale-90 opacity-0 text-gray-100 dark:text-gray-900 text-sm capitalize ${
-        position.top >= 0 ? 'opacity-100 scale-100' : ''
-      }`}
+      className={`shadow max-w-lg absolute pointer-events-none bg-gray-900 dark:bg-gray-200 bg-opacity-80 rounded px-2 py-1 transition-transform transition-opacity duration-75 transform scale-90 opacity-0 text-gray-100 dark:text-gray-900 text-sm ${
+        capitalize ? 'capitalize' : ''
+      } ${position.top >= 0 ? 'opacity-100 scale-100' : ''}`}
       ref={ref}
       style={position}
     >