We report a novel spin injection and detection mechanism via the anomalous Hall effect in a ferromagnetic metal. The anomalous spin Hall effect (ASHE) refers to the transverse spin current generated within the ferromagnet. We utilize the ASHE and its reciprocal effect to electrically inject and detect magnons in a magnetic insulator in a non-local geometry. Our experiments reveal that permalloy can have a higher spin injection and detection efficiency to that of platinum, owing to the ASHE. We also demonstrate the tunability of the ASHE via the orientation of the permalloy magnetization, thus creating new possibilities for spintronic applications.In non-magnetic metals with high spin-orbit coupling, a charge current generates a transverse spin current via the spin Hall effect (SHE) [1,2]. This type of spin current generation perpendicular to a charge current has a significant technological relevance for spin transfer torque devices [3,4] and also for the electrical injection of magnons (quantized spin waves) in magnetic insulators [5][6][7]. The electrical injection and detection of magnons offer a distinct technological advantage for the integration of magnon spintronics into solid state devices, over other magnon generation mechanisms such as spin pumping by radiofrequency fields [8] or the spin Seebeck effect due to a temperature gradient [9]. In this regard Platinum (Pt), a normal metal with a large spin-orbit coupling, is the most commonly used material for the electrical generation (and detection) of magnons via SHE. Recent studies showed that ferromagnets can also be utilized for electrical detection of magnons via the inverse spin Hall effect (ISHE) [10][11][12][13]. In particular, Tian et. al. [13] reported that ISHE in a ferromagnetic cobalt was independent of its magnetization direction.In a ferromagnetic metal the presence of the magnetization order parameter leads to the anomalous Hall effect (AHE) [14]. Here, we report a novel mechanism of spin current generation in a ferromagnet related to the AHE. The AHE generates a transverse electric potential, mutually orthogonal to the applied charge current (I) in a FM and its magnetization (M ) direction. Due to a finite spin polarization in a FM, we expect that AHE can also result in a transverse spin accumulation. We call this effect the anomalous spin Hall effect (ASHE) in a ferromagnet. In addition to this new ASHE, the regular SHE due to the spin-orbit coupling in the ferromagnetic material will also be present and contribute to a spin accumulation perpendicular to I. The spin accumulation due to SHE in the FM will be independent of M , since the inverse process (ISHE) in a FM was shown to be independent of its magnetization by Tian et. al. [13]. To demonstrate this mechanism we realize for the first time non-local magnon transport in a ferrimagnetic insulator, yttrium iron garnet(Y 3 Fe 5 O 12 , YIG), with allelectrical injection and detection using a ferromagnetic metal, permalloy (Ni 80 Fe 20 , Py). The insulating spin transport channel (YIG) facil...