diff --git a/modules/video_coding/utility/quality_scaler.cc b/modules/video_coding/utility/quality_scaler.cc
index a866aeb764..b7aca9a4fb 100644
--- a/modules/video_coding/utility/quality_scaler.cc
+++ b/modules/video_coding/utility/quality_scaler.cc
@@ -68,14 +68,12 @@ class QualityScaler::QpSmoother {
   rtc::ExpFilter smoother_;
 };
 
-QualityScaler::QualityScaler(rtc::TaskQueue* task_queue,
-                             AdaptationObserverInterface* observer,
+QualityScaler::QualityScaler(AdaptationObserverInterface* observer,
                              VideoEncoder::QpThresholds thresholds)
-    : QualityScaler(task_queue, observer, thresholds, kMeasureMs) {}
+    : QualityScaler(observer, thresholds, kMeasureMs) {}
 
 // Protected ctor, should not be called directly.
-QualityScaler::QualityScaler(rtc::TaskQueue* task_queue,
-                             AdaptationObserverInterface* observer,
+QualityScaler::QualityScaler(AdaptationObserverInterface* observer,
                              VideoEncoder::QpThresholds thresholds,
                              int64_t sampling_period_ms)
     : observer_(observer),
@@ -106,7 +104,7 @@ QualityScaler::QualityScaler(rtc::TaskQueue* task_queue,
   }
   RTC_DCHECK(observer_ != nullptr);
   check_qp_task_ = RepeatingTaskHandle::DelayedStart(
-      task_queue->Get(), TimeDelta::ms(GetSamplingPeriodMs()), [this]() {
+      TaskQueueBase::Current(), TimeDelta::ms(GetSamplingPeriodMs()), [this]() {
         CheckQp();
         return TimeDelta::ms(GetSamplingPeriodMs());
       });
diff --git a/modules/video_coding/utility/quality_scaler.h b/modules/video_coding/utility/quality_scaler.h
index eccd8f08c9..9556a58358 100644
--- a/modules/video_coding/utility/quality_scaler.h
+++ b/modules/video_coding/utility/quality_scaler.h
@@ -53,8 +53,7 @@ class QualityScaler {
   // Construct a QualityScaler with given |thresholds| and |observer|.
   // This starts the quality scaler periodically checking what the average QP
   // has been recently.
-  QualityScaler(rtc::TaskQueue* task_queue,
-                AdaptationObserverInterface* observer,
+  QualityScaler(AdaptationObserverInterface* observer,
                 VideoEncoder::QpThresholds thresholds);
   virtual ~QualityScaler();
   // Should be called each time a frame is dropped at encoding.
@@ -68,8 +67,7 @@ class QualityScaler {
 
   // The following members declared protected for testing purposes.
  protected:
-  QualityScaler(rtc::TaskQueue* task_queue,
-                AdaptationObserverInterface* observer,
+  QualityScaler(AdaptationObserverInterface* observer,
                 VideoEncoder::QpThresholds thresholds,
                 int64_t sampling_period_ms);
 
diff --git a/modules/video_coding/utility/quality_scaler_unittest.cc b/modules/video_coding/utility/quality_scaler_unittest.cc
index 939865da35..6f16dc81bf 100644
--- a/modules/video_coding/utility/quality_scaler_unittest.cc
+++ b/modules/video_coding/utility/quality_scaler_unittest.cc
@@ -50,10 +50,9 @@ class MockAdaptationObserver : public AdaptationObserverInterface {
 // Pass a lower sampling period to speed up the tests.
 class QualityScalerUnderTest : public QualityScaler {
  public:
-  explicit QualityScalerUnderTest(rtc::TaskQueue* task_queue,
-                                  AdaptationObserverInterface* observer,
+  explicit QualityScalerUnderTest(AdaptationObserverInterface* observer,
                                   VideoEncoder::QpThresholds thresholds)
-      : QualityScaler(task_queue, observer, thresholds, 5) {}
+      : QualityScaler(observer, thresholds, 5) {}
 };
 
 class QualityScalerTest : public ::testing::Test,
@@ -74,8 +73,7 @@ class QualityScalerTest : public ::testing::Test,
     task_queue_.SendTask(
         [this] {
           qs_ = std::unique_ptr<QualityScaler>(new QualityScalerUnderTest(
-              &task_queue_, observer_.get(),
-              VideoEncoder::QpThresholds(kLowQp, kHighQp)));
+              observer_.get(), VideoEncoder::QpThresholds(kLowQp, kHighQp)));
         },
         RTC_FROM_HERE);
   }
diff --git a/video/video_stream_encoder.cc b/video/video_stream_encoder.cc
index 716a56e978..6eaf8c719c 100644
--- a/video/video_stream_encoder.cc
+++ b/video/video_stream_encoder.cc
@@ -799,9 +799,8 @@ void VideoStreamEncoder::ConfigureQualityScaler(
       // upcast.
       AdaptationObserverInterface* observer = resource_adaptation_module_.get();
       quality_scaler_ = std::make_unique<QualityScaler>(
-          &encoder_queue_, observer,
-          experimental_thresholds ? *experimental_thresholds
-                                  : *(scaling_settings.thresholds));
+          observer, experimental_thresholds ? *experimental_thresholds
+                                            : *(scaling_settings.thresholds));
       resource_adaptation_module_->SetIsQualityScalerEnabled(true);
       initial_framedrop_ = 0;
     }