diff --git a/pypeln/process/queue.py b/pypeln/process/queue.py
index 5c8b5dd..d9bdcd1 100644
--- a/pypeln/process/queue.py
+++ b/pypeln/process/queue.py
@@ -1,9 +1,14 @@
-import multiprocessing
-from multiprocessing.queues import Empty, Queue
 import sys
 import traceback
 import typing as tp
 
+if "multiprocess" in sys.modules:
+    from multiprocess import get_context
+    from multiprocess.queues import Empty, Queue
+else:
+    from multiprocessing import get_context
+    from multiprocessing.queues import Empty, Queue
+
 
 from pypeln import utils as pypeln_utils
 
@@ -18,13 +23,13 @@
 
 class IterableQueue(Queue, tp.Generic[T], tp.Iterable[T]):
     def __init__(self, maxsize: int = 0, total_sources: int = 1):
-        super().__init__(maxsize=maxsize, ctx=multiprocessing.get_context())
+        super().__init__(maxsize=maxsize, ctx=get_context())
 
         self.namespace = utils.Namespace(
             remaining=total_sources, exception=False, force_stop=False
         )
         self.exception_queue: Queue[PipelineException] = Queue(
-            ctx=multiprocessing.get_context()
+            ctx=get_context()
         )
 
     def get(self, block: bool = True, timeout: tp.Optional[float] = None) -> T:
diff --git a/pypeln/process/supervisor.py b/pypeln/process/supervisor.py
index d262cf5..4db9d68 100644
--- a/pypeln/process/supervisor.py
+++ b/pypeln/process/supervisor.py
@@ -1,5 +1,4 @@
 from dataclasses import dataclass
-import multiprocessing
 import threading
 import time
 import typing as tp
diff --git a/pypeln/process/utils.py b/pypeln/process/utils.py
index 1af7b0e..8e1414d 100644
--- a/pypeln/process/utils.py
+++ b/pypeln/process/utils.py
@@ -1,6 +1,10 @@
-import multiprocessing
-import multiprocessing.synchronize
 import typing as tp
+import sys
+
+if "multiprocess" in sys.modules:
+    from multiprocess import Manager, Lock
+else:
+    from multiprocessing import Manager, Lock
 
 from pypeln import utils as pypeln_utils
 
@@ -12,10 +16,10 @@ def __init__(self, **kwargs):
         global MANAGER
 
         if MANAGER is None:
-            MANAGER = multiprocessing.Manager()
+            MANAGER = Manager()
 
         self.__dict__["_namespace"] = MANAGER.Namespace(**kwargs)
-        self.__dict__["_lock"] = multiprocessing.Lock()
+        self.__dict__["_lock"] = Lock()
 
     def __getattr__(self, key) -> tp.Any:
         if key in ("_namespace", "_lock"):
diff --git a/pypeln/process/worker.py b/pypeln/process/worker.py
index 8a8157a..bae908e 100644
--- a/pypeln/process/worker.py
+++ b/pypeln/process/worker.py
@@ -1,12 +1,13 @@
-import abc
-from copy import copy
 from dataclasses import dataclass, field
-import functools
-import multiprocessing
-from multiprocessing import synchronize
 import threading
 import time
 import typing as tp
+import sys
+
+if "multiprocess" in sys.modules:
+    from multiprocess import Process
+else:
+    from multiprocessing import Process
 
 import stopit
 
@@ -63,7 +64,7 @@ class Worker(tp.Generic[T]):
     namespace: utils.Namespace = field(
         default_factory=lambda: utils.Namespace(done=False, task_start_time=None)
     )
-    process: tp.Optional[tp.Union[multiprocessing.Process, threading.Thread]] = None
+    process: tp.Optional[tp.Union[Process, threading.Thread]] = None
 
     def __call__(self):
 
@@ -138,7 +139,7 @@ def stop(self):
         if not self.process.is_alive():
             return
 
-        if isinstance(self.process, multiprocessing.Process):
+        if isinstance(self.process, Process):
             self.process.terminate()
         else:
             stopit.async_raise(
@@ -227,7 +228,7 @@ def start_workers(
     args: tp.Tuple[tp.Any, ...] = tuple(),
     kwargs: tp.Optional[tp.Dict[tp.Any, tp.Any]] = None,
     use_threads: bool = False,
-) -> tp.Union[tp.List[multiprocessing.Process], tp.List[threading.Thread]]:
+) -> tp.Union[tp.List[Process], tp.List[threading.Thread]]:
     if kwargs is None:
         kwargs = {}
 
@@ -237,7 +238,7 @@ def start_workers(
         if use_threads:
             t = threading.Thread(target=target, args=args, kwargs=kwargs)
         else:
-            t = multiprocessing.Process(target=target, args=args, kwargs=kwargs)
+            t = Process(target=target, args=args, kwargs=kwargs)
         t.daemon = True
         t.start()
         workers.append(t)
diff --git a/pypeln/thread/supervisor.py b/pypeln/thread/supervisor.py
index d262cf5..4db9d68 100644
--- a/pypeln/thread/supervisor.py
+++ b/pypeln/thread/supervisor.py
@@ -1,5 +1,4 @@
 from dataclasses import dataclass
-import multiprocessing
 import threading
 import time
 import typing as tp