diff --git a/frontend/src/Store/Actions/trackFileActions.js b/frontend/src/Store/Actions/trackFileActions.js
index 0e4f91d54..2530c5879 100644
--- a/frontend/src/Store/Actions/trackFileActions.js
+++ b/frontend/src/Store/Actions/trackFileActions.js
@@ -42,6 +42,14 @@ export const defaultState = {
   },
 
   columns: [
+    {
+      name: 'select',
+      columnLabel: 'Select',
+      isSortable: false,
+      isVisible: true,
+      isModifiable: false,
+      isHidden: true
+    },
     {
       name: 'path',
       label: translate('Path'),
diff --git a/frontend/src/UnmappedFiles/UnmappedFilesTable.js b/frontend/src/UnmappedFiles/UnmappedFilesTable.js
index 21b687dc5..f9213a4d3 100644
--- a/frontend/src/UnmappedFiles/UnmappedFilesTable.js
+++ b/frontend/src/UnmappedFiles/UnmappedFilesTable.js
@@ -10,7 +10,11 @@ import TableOptionsModalWrapper from 'Components/Table/TableOptions/TableOptions
 import VirtualTable from 'Components/Table/VirtualTable';
 import VirtualTableRow from 'Components/Table/VirtualTableRow';
 import { align, icons, sortDirections } from 'Helpers/Props';
+import hasDifferentItemsOrOrder from 'Utilities/Object/hasDifferentItemsOrOrder';
 import translate from 'Utilities/String/translate';
+import getSelectedIds from 'Utilities/Table/getSelectedIds';
+import selectAll from 'Utilities/Table/selectAll';
+import toggleSelected from 'Utilities/Table/toggleSelected';
 import UnmappedFilesTableHeader from './UnmappedFilesTableHeader';
 import UnmappedFilesTableRow from './UnmappedFilesTableRow';
 
@@ -23,10 +27,43 @@ class UnmappedFilesTable extends Component {
     super(props, context);
 
     this.state = {
-      scroller: null
+      scroller: null,
+      allSelected: false,
+      allUnselected: false,
+      lastToggled: null,
+      selectedState: {}
     };
   }
 
+  componentDidMount() {
+    this.setSelectedState();
+  }
+
+  componentDidUpdate(prevProps) {
+    const {
+      items,
+      sortKey,
+      sortDirection,
+      isDeleting,
+      deleteError
+    } = this.props;
+
+    if (sortKey !== prevProps.sortKey ||
+      sortDirection !== prevProps.sortDirection ||
+      hasDifferentItemsOrOrder(prevProps.items, items)
+    ) {
+      this.setSelectedState();
+    }
+
+    const hasFinishedDeleting = prevProps.isDeleting &&
+                                !isDeleting &&
+                                !deleteError;
+
+    if (hasFinishedDeleting) {
+      this.onSelectAllChange({ value: false });
+    }
+  }
+
   //
   // Control
 
@@ -34,6 +71,68 @@ class UnmappedFilesTable extends Component {
     this.setState({ scroller: ref });
   };
 
+  getSelectedIds = () => {
+    if (this.state.allUnselected) {
+      return [];
+    }
+    return getSelectedIds(this.state.selectedState);
+  };
+
+  setSelectedState() {
+    const {
+      items
+    } = this.props;
+
+    const {
+      selectedState
+    } = this.state;
+
+    const newSelectedState = {};
+
+    items.forEach((file) => {
+      const isItemSelected = selectedState[file.id];
+
+      if (isItemSelected) {
+        newSelectedState[file.id] = isItemSelected;
+      } else {
+        newSelectedState[file.id] = false;
+      }
+    });
+
+    const selectedCount = getSelectedIds(newSelectedState).length;
+    const newStateCount = Object.keys(newSelectedState).length;
+    let isAllSelected = false;
+    let isAllUnselected = false;
+
+    if (selectedCount === 0) {
+      isAllUnselected = true;
+    } else if (selectedCount === newStateCount) {
+      isAllSelected = true;
+    }
+
+    this.setState({ selectedState: newSelectedState, allSelected: isAllSelected, allUnselected: isAllUnselected });
+  }
+
+  onSelectAllChange = ({ value }) => {
+    this.setState(selectAll(this.state.selectedState, value));
+  };
+
+  onSelectAllPress = () => {
+    this.onSelectAllChange({ value: !this.state.allSelected });
+  };
+
+  onSelectedChange = ({ id, value, shiftKey = false }) => {
+    this.setState((state) => {
+      return toggleSelected(state, this.props.items, id, value, shiftKey);
+    });
+  };
+
+  onDeleteUnmappedFilesPress = () => {
+    const selectedIds = this.getSelectedIds();
+
+    this.props.deleteUnmappedFiles(selectedIds);
+  };
+
   rowRenderer = ({ key, rowIndex, style }) => {
     const {
       items,
@@ -41,6 +140,10 @@ class UnmappedFilesTable extends Component {
       deleteUnmappedFile
     } = this.props;
 
+    const {
+      selectedState
+    } = this.state;
+
     const item = items[rowIndex];
 
     return (
@@ -51,6 +154,8 @@ class UnmappedFilesTable extends Component {
         <UnmappedFilesTableRow
           key={item.id}
           columns={columns}
+          isSelected={selectedState[item.id]}
+          onSelectedChange={this.onSelectedChange}
           deleteUnmappedFile={deleteUnmappedFile}
           {...item}
         />
@@ -63,6 +168,7 @@ class UnmappedFilesTable extends Component {
     const {
       isFetching,
       isPopulated,
+      isDeleting,
       error,
       items,
       columns,
@@ -72,13 +178,19 @@ class UnmappedFilesTable extends Component {
       onSortPress,
       isScanningFolders,
       onAddMissingArtistsPress,
+      deleteUnmappedFiles,
       ...otherProps
     } = this.props;
 
     const {
-      scroller
+      scroller,
+      allSelected,
+      allUnselected,
+      selectedState
     } = this.state;
 
+    const selectedTrackFileIds = this.getSelectedIds();
+
     return (
       <PageContent title={translate('UnmappedFiles')}>
         <PageToolbar>
@@ -90,6 +202,13 @@ class UnmappedFilesTable extends Component {
               isSpinning={isScanningFolders}
               onPress={onAddMissingArtistsPress}
             />
+            <PageToolbarButton
+              label={translate('DeleteSelected')}
+              iconName={icons.DELETE}
+              isDisabled={selectedTrackFileIds.length === 0}
+              isSpinning={isDeleting}
+              onPress={this.onDeleteUnmappedFilesPress}
+            />
           </PageToolbarSection>
 
           <PageToolbarSection alignContent={align.RIGHT}>
@@ -138,8 +257,12 @@ class UnmappedFilesTable extends Component {
                     sortDirection={sortDirection}
                     onTableOptionChange={onTableOptionChange}
                     onSortPress={onSortPress}
+                    allSelected={allSelected}
+                    allUnselected={allUnselected}
+                    onSelectAllChange={this.onSelectAllChange}
                   />
                 }
+                selectedState={selectedState}
                 sortKey={sortKey}
                 sortDirection={sortDirection}
               />
@@ -153,6 +276,8 @@ class UnmappedFilesTable extends Component {
 UnmappedFilesTable.propTypes = {
   isFetching: PropTypes.bool.isRequired,
   isPopulated: PropTypes.bool.isRequired,
+  isDeleting: PropTypes.bool.isRequired,
+  deleteError: PropTypes.object,
   error: PropTypes.object,
   items: PropTypes.arrayOf(PropTypes.object).isRequired,
   columns: PropTypes.arrayOf(PropTypes.object).isRequired,
@@ -161,6 +286,7 @@ UnmappedFilesTable.propTypes = {
   onTableOptionChange: PropTypes.func.isRequired,
   onSortPress: PropTypes.func.isRequired,
   deleteUnmappedFile: PropTypes.func.isRequired,
+  deleteUnmappedFiles: PropTypes.func.isRequired,
   isScanningFolders: PropTypes.bool.isRequired,
   onAddMissingArtistsPress: PropTypes.func.isRequired
 };
diff --git a/frontend/src/UnmappedFiles/UnmappedFilesTableConnector.js b/frontend/src/UnmappedFiles/UnmappedFilesTableConnector.js
index c74b7be34..63484b210 100644
--- a/frontend/src/UnmappedFiles/UnmappedFilesTableConnector.js
+++ b/frontend/src/UnmappedFiles/UnmappedFilesTableConnector.js
@@ -6,7 +6,7 @@ import { createSelector } from 'reselect';
 import * as commandNames from 'Commands/commandNames';
 import withCurrentPage from 'Components/withCurrentPage';
 import { executeCommand } from 'Store/Actions/commandActions';
-import { deleteTrackFile, fetchTrackFiles, setTrackFilesSort, setTrackFilesTableOption } from 'Store/Actions/trackFileActions';
+import { deleteTrackFile, deleteTrackFiles, fetchTrackFiles, setTrackFilesSort, setTrackFilesTableOption } from 'Store/Actions/trackFileActions';
 import createClientSideCollectionSelector from 'Store/Selectors/createClientSideCollectionSelector';
 import createCommandExecutingSelector from 'Store/Selectors/createCommandExecutingSelector';
 import createDimensionsSelector from 'Store/Selectors/createDimensionsSelector';
@@ -28,7 +28,9 @@ function createMapStateToProps() {
         items,
         ...otherProps
       } = trackFiles;
+
       const unmappedFiles = _.filter(items, { albumId: 0 });
+
       return {
         items: unmappedFiles,
         ...otherProps,
@@ -57,6 +59,10 @@ function createMapDispatchToProps(dispatch, props) {
       dispatch(deleteTrackFile({ id }));
     },
 
+    deleteUnmappedFiles(trackFileIds) {
+      dispatch(deleteTrackFiles({ trackFileIds }));
+    },
+
     onAddMissingArtistsPress() {
       dispatch(executeCommand({
         name: commandNames.RESCAN_FOLDERS,
@@ -105,7 +111,8 @@ UnmappedFilesTableConnector.propTypes = {
   onSortPress: PropTypes.func.isRequired,
   onTableOptionChange: PropTypes.func.isRequired,
   fetchUnmappedFiles: PropTypes.func.isRequired,
-  deleteUnmappedFile: PropTypes.func.isRequired
+  deleteUnmappedFile: PropTypes.func.isRequired,
+  deleteUnmappedFiles: PropTypes.func.isRequired
 };
 
 export default withCurrentPage(
diff --git a/frontend/src/UnmappedFiles/UnmappedFilesTableHeader.js b/frontend/src/UnmappedFiles/UnmappedFilesTableHeader.js
index 7ac0a4e44..5b4b22933 100644
--- a/frontend/src/UnmappedFiles/UnmappedFilesTableHeader.js
+++ b/frontend/src/UnmappedFiles/UnmappedFilesTableHeader.js
@@ -4,6 +4,7 @@ import IconButton from 'Components/Link/IconButton';
 import TableOptionsModalWrapper from 'Components/Table/TableOptions/TableOptionsModalWrapper';
 import VirtualTableHeader from 'Components/Table/VirtualTableHeader';
 import VirtualTableHeaderCell from 'Components/Table/VirtualTableHeaderCell';
+import VirtualTableSelectAllHeaderCell from 'Components/Table/VirtualTableSelectAllHeaderCell';
 import { icons } from 'Helpers/Props';
 // import hasGrowableColumns from './hasGrowableColumns';
 import styles from './UnmappedFilesTableHeader.css';
@@ -12,6 +13,9 @@ function UnmappedFilesTableHeader(props) {
   const {
     columns,
     onTableOptionChange,
+    allSelected,
+    allUnselected,
+    onSelectAllChange,
     ...otherProps
   } = props;
 
@@ -30,6 +34,17 @@ function UnmappedFilesTableHeader(props) {
             return null;
           }
 
+          if (name === 'select') {
+            return (
+              <VirtualTableSelectAllHeaderCell
+                key={name}
+                allSelected={allSelected}
+                allUnselected={allUnselected}
+                onSelectAllChange={onSelectAllChange}
+              />
+            );
+          }
+
           if (name === 'actions') {
             return (
               <VirtualTableHeaderCell
@@ -71,6 +86,9 @@ function UnmappedFilesTableHeader(props) {
 
 UnmappedFilesTableHeader.propTypes = {
   columns: PropTypes.arrayOf(PropTypes.object).isRequired,
+  allSelected: PropTypes.bool.isRequired,
+  allUnselected: PropTypes.bool.isRequired,
+  onSelectAllChange: PropTypes.func.isRequired,
   onTableOptionChange: PropTypes.func.isRequired
 };
 
diff --git a/frontend/src/UnmappedFiles/UnmappedFilesTableRow.css b/frontend/src/UnmappedFiles/UnmappedFilesTableRow.css
index ec33b3f01..e89cfbc31 100644
--- a/frontend/src/UnmappedFiles/UnmappedFilesTableRow.css
+++ b/frontend/src/UnmappedFiles/UnmappedFilesTableRow.css
@@ -20,3 +20,9 @@
 
   flex: 0 0 95px;
 }
+
+.checkInput {
+  composes: input from '~Components/Form/CheckInput.css';
+
+  margin-top: 0;
+}
diff --git a/frontend/src/UnmappedFiles/UnmappedFilesTableRow.js b/frontend/src/UnmappedFiles/UnmappedFilesTableRow.js
index 3e662a016..7b84a04a5 100644
--- a/frontend/src/UnmappedFiles/UnmappedFilesTableRow.js
+++ b/frontend/src/UnmappedFiles/UnmappedFilesTableRow.js
@@ -5,6 +5,7 @@ import IconButton from 'Components/Link/IconButton';
 import ConfirmModal from 'Components/Modal/ConfirmModal';
 import RelativeDateCellConnector from 'Components/Table/Cells/RelativeDateCellConnector';
 import VirtualTableRowCell from 'Components/Table/Cells/VirtualTableRowCell';
+import VirtualTableSelectCell from 'Components/Table/Cells/VirtualTableSelectCell';
 import { icons, kinds } from 'Helpers/Props';
 import InteractiveImportModal from 'InteractiveImport/InteractiveImportModal';
 import FileDetailsModal from 'TrackFile/FileDetailsModal';
@@ -69,7 +70,9 @@ class UnmappedFilesTableRow extends Component {
       size,
       dateAdded,
       quality,
-      columns
+      columns,
+      isSelected,
+      onSelectedChange
     } = this.props;
 
     const folder = path.substring(0, Math.max(path.lastIndexOf('/'), path.lastIndexOf('\\')));
@@ -93,6 +96,19 @@ class UnmappedFilesTableRow extends Component {
               return null;
             }
 
+            if (name === 'select') {
+              return (
+                <VirtualTableSelectCell
+                  inputClassName={styles.checkInput}
+                  id={id}
+                  key={name}
+                  isSelected={isSelected}
+                  isDisabled={false}
+                  onSelectedChange={onSelectedChange}
+                />
+              );
+            }
+
             if (name === 'path') {
               return (
                 <VirtualTableRowCell
@@ -208,6 +224,8 @@ UnmappedFilesTableRow.propTypes = {
   quality: PropTypes.object.isRequired,
   dateAdded: PropTypes.string.isRequired,
   columns: PropTypes.arrayOf(PropTypes.object).isRequired,
+  isSelected: PropTypes.bool,
+  onSelectedChange: PropTypes.func.isRequired,
   deleteUnmappedFile: PropTypes.func.isRequired
 };
 
diff --git a/src/Lidarr.Api.V1/TrackFiles/TrackFileController.cs b/src/Lidarr.Api.V1/TrackFiles/TrackFileController.cs
index 0cc4e6ccf..f1aa00f9d 100644
--- a/src/Lidarr.Api.V1/TrackFiles/TrackFileController.cs
+++ b/src/Lidarr.Api.V1/TrackFiles/TrackFileController.cs
@@ -154,17 +154,23 @@ namespace Lidarr.Api.V1.TrackFiles
         }
 
         [HttpDelete("bulk")]
-        public IActionResult DeleteTrackFiles([FromBody] TrackFileListResource resource)
+        public object DeleteTrackFiles([FromBody] TrackFileListResource resource)
         {
             var trackFiles = _mediaFileService.Get(resource.TrackFileIds);
-            var artist = trackFiles.First().Artist.Value;
 
             foreach (var trackFile in trackFiles)
             {
-                _mediaFileDeletionService.DeleteTrackFile(artist, trackFile);
+                if (trackFile.AlbumId > 0 && trackFile.Artist != null && trackFile.Artist.Value != null)
+                {
+                    _mediaFileDeletionService.DeleteTrackFile(trackFile.Artist.Value, trackFile);
+                }
+                else
+                {
+                    _mediaFileDeletionService.DeleteTrackFile(trackFile, "Unmapped_Files");
+                }
             }
 
-            return Ok();
+            return new { };
         }
 
         [NonAction]
diff --git a/src/NzbDrone.Core/Localization/Core/en.json b/src/NzbDrone.Core/Localization/Core/en.json
index 6685bfc36..4d882f484 100644
--- a/src/NzbDrone.Core/Localization/Core/en.json
+++ b/src/NzbDrone.Core/Localization/Core/en.json
@@ -196,6 +196,7 @@
   "DeleteReleaseProfileMessageText": "Are you sure you want to delete this releaseProfile?",
   "DeleteRootFolder": "Delete Root Folder",
   "DeleteRootFolderMessageText": "Are you sure you want to delete the root folder '{0}'?",
+  "DeleteSelected": "Delete Selected",
   "DeleteSelectedTrackFiles": "Delete Selected Track Files",
   "DeleteSelectedTrackFilesMessageText": "Are you sure you want to delete the selected track files?",
   "DeleteTag": "Delete Tag",